Text mining and semantics: a systematic mapping study

As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of studies that integrate the different research branches and summarize the developed works. This paper reports a systematic mapping about semanti...

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Vydáno v:Journal of the Brazilian Computer Society Ročník 23; číslo 1; s. 1 - 20
Hlavní autoři: Sinoara, Roberta Akemi, Antunes, João, Rezende, Solange Oliveira
Médium: Journal Article
Jazyk:angličtina
Vydáno: London Springer London 01.12.2017
Sociedade Brasileira de Computação
Témata:
Computer Science
Computer System Implementation
Data mining
Data Structures
Digital mapping
End users
Operating Systems
Semantics
Simulation and Modeling
Studies
Systematic review
Text mining
Text semantics
Texts
Text mining
Text semantics
Systematic review
ISSN:0104-6500, 1678-4804
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Tagy: Přidat tag
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Abstract As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of studies that integrate the different research branches and summarize the developed works. This paper reports a systematic mapping about semantics-concerned text mining studies. This systematic mapping study followed a well-defined protocol. Its results were based on 1693 studies, selected among 3984 studies identified in five digital libraries. The produced mapping gives a general summary of the subject, points some areas that lacks the development of primary or secondary studies, and can be a guide for researchers working with semantics-concerned text mining. It demonstrates that, although several studies have been developed, the processing of semantic aspects in text mining remains an open research problem.
AbstractList As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of studies that integrate the different research branches and summarize the developed works. This paper reports a systematic mapping about semantics-concerned text mining studies. This systematic mapping study followed a well-defined protocol. Its results were based on 1693 studies, selected among 3984 studies identified in five digital libraries. The produced mapping gives a general summary of the subject, points some areas that lacks the development of primary or secondary studies, and can be a guide for researchers working with semantics-concerned text mining. It demonstrates that, although several studies have been developed, the processing of semantic aspects in text mining remains an open research problem.
Abstract As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of studies that integrate the different research branches and summarize the developed works. This paper reports a systematic mapping about semantics-concerned text mining studies. This systematic mapping study followed a well-defined protocol. Its results were based on 1693 studies, selected among 3984 studies identified in five digital libraries. The produced mapping gives a general summary of the subject, points some areas that lacks the development of primary or secondary studies, and can be a guide for researchers working with semantics-concerned text mining. It demonstrates that, although several studies have been developed, the processing of semantic aspects in text mining remains an open research problem.
ArticleNumber 9
Author Rezende, Solange Oliveira
Antunes, João
Sinoara, Roberta Akemi
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Cites_doi 10.1186/1471-2105-13-108
10.1016/j.eswa.2012.02.038
10.1093/bib/6.4.357
10.1007/978-3-642-20841-6_4
10.1109/WI-IAT.2010.152
10.1111/j.1749-818X.2011.00284.x
10.1515/9783598441585
10.4028/www.scientific.net/AMR.204-210.381
10.1613/jair.2669
10.1186/1472-6947-12-1
10.1145/2695664.2696055
10.1007/11575863_104
10.1145/1961209.1961211
10.1145/1324185.1324190
10.1016/j.jbi.2009.11.001
10.1109/KAM.2009.88
10.1016/j.neunet.2014.09.003
10.1145/2543581.2543593
10.1109/ICSC.2008.53
10.1109/DEXA.2013.21
10.1145/2764464
10.1109/DEST.2009.5276756
10.1016/j.jbi.2012.07.006
10.1016/j.eswa.2015.08.008
10.1109/FSKD.2011.6020066
10.3115/1572340.1572355
10.1016/j.dss.2010.11.009
10.1007/978-3-540-70939-8_22
10.1093/comjnl/bxr024
10.1109/ICDM.2008.80
10.1016/j.artmed.2011.06.005
10.1109/ICDM.2012.15
10.1007/978-3-642-33412-2_57
10.1007/s10462-012-9392-5
10.1007/s10844-015-0382-3
10.1016/j.eswa.2013.10.051
10.1145/1988688.1988694
10.1109/ICSC.2010.14
10.1145/502512.502544
10.1108/IMDS-03-2015-0098
10.7551/mitpress/7287.001.0001
10.1017/S0269888914000277
10.1016/j.infsof.2010.03.006
10.1007/s13173-013-0117-7
10.1017/S1351324909990209
10.1016/j.eswa.2014.10.023
10.1109/IALP.2011.72
10.1007/978-3-540-73354-6_80
10.1016/j.eswa.2014.08.004
10.3923/jeasci.2012.342.347
10.1109/TITB.2006.888705
10.1016/j.ijhcs.2009.05.004
10.1016/j.patrec.2009.09.011
10.1197/jamia.M2051
10.1109/ICTAI.2014.93
10.1016/j.is.2015.06.007
10.1016/j.is.2009.03.007
10.1007/978-3-540-89704-0_26
10.1109/ICSMC.2008.4811878
10.1145/2350716.2350729
10.1186/1471-2105-9-525
10.1016/j.jss.2006.07.009
10.1007/978-3-642-20841-6_15
10.1109/MITP.2014.85
10.4028/www.scientific.net/KEM.474-476.2071
10.1145/2766462.2767752
10.1177/0165551509360123
10.2498/cit.1001770
10.1016/j.eswa.2010.12.106
10.1007/978-3-642-32826-8_14
10.1109/TAAI.2011.19
10.1109/ICALIP.2012.6376631
10.1016/j.neucom.2015.09.096
10.1007/978-3-642-20291-9_18
10.1016/j.infsof.2006.10.017
10.1016/j.jbi.2009.09.007
10.1504/IJDMB.2008.020522
10.1007/978-3-642-13208-7_36
10.4028/www.scientific.net/AMR.532-533.1716
10.1109/ISISE.2010.145
10.1002/wics.1353
10.1109/ICIS.2013.6607883
10.1007/978-3-540-30228-5_25
10.1016/j.jbi.2014.11.002
10.4018/jswis.2005010101
10.1145/1390334.1390367
10.1109/CIST.2012.6388065
10.1016/j.eswa.2009.06.099
10.1093/bib/bbn043
10.1145/2632188.2632205
10.1109/ICSC.2013.54
10.1109/IALP.2012.37
10.1016/j.jbi.2008.12.009
10.1109/WI-IAT.2009.14
10.1016/j.jbi.2012.04.010
10.1007/s11704-009-0062-y
10.1007/s10844-011-0149-4
10.1016/j.eswa.2013.07.097
10.1145/1557019.1557066
10.1007/s10278-011-9411-0
10.1016/j.jbi.2011.05.007
10.1007/s10796-012-9400-y
10.1145/2365952.2365977
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References PetersenMKHansenLKOn an emotional node: modeling sentiment in graphs of action verbs2012 International Conference on Audio, Language and Image Processing2012Shanghai,IEEE30831310.1109/ICALIP.2012.6376631
DoanSKawazoeAConwayMCollierNTowards role-based filtering of disease outbreak reportsJ Biomed Inform200942577378010.1016/j.jbi.2008.12.009
Khan K, Baharudin BB, Khan A, et al (2009) Mining opinion from text documents: a survey In: DEST’09: Proceedings of the 3rd IEEE International Conference on Digital Ecosystems and Technologies, 217–222. IEEE.
HuXZhangXLuCParkEKZhouXExploiting Wikipedia as external knowledge for document clusteringKDD’09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining2009New York,ACM38939610.1145/1557019.1557066
ZhengHTBorchertCKimHGExploiting gene ontology to conceptualize biomedical document collectionsThe Semantic Web2008Berlin,Springer37538910.1007/978-3-540-89704-0_26
MansuyTNHildermanRJEvaluating WordNet features in text classification modelsFLAIRS Conference 2006: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference2006Florida,AAAI PRESS568573
SchiesslMBräscherMDo texto às ontologias: uma perspectiva para a ciência da informaçãoCiência da Informação2012402301311
YunJJingLYuJHuangHUnsupervised feature weighting based on local feature relatednessAdvances in Knowledge Discovery and Data Mining2011Berlin,Springer384910.1007/978-3-642-20841-6_4
LuoZMiottoRWengCA human–computer collaborative approach to identifying common data elements in clinical trial eligibility criteriaJ Biomed Inform2013461333910.1016/j.jbi.2012.07.006
AndreopoulosBAlexopoulouDSchroederMWord sense disambiguation in biomedical ontologies with term co-occurrence analysis and document clusteringInt J Data Min Bioinforma20082319321510.1504/IJDMB.2008.020522
StavrianouAAndritsosPNicoloyannisNOverview and semantic issues of text miningSIGMOD Rec2007363233410.1145/1324185.1324190
FreitasAO’RiainSCurryEda SilvaJCPCarvalhoDSRepresenting texts as contextualized entity-centric linked data graphsDEXA 2013: Proceedings of the 24th International Workshop on Database and Expert Systems Applications2013Los Alamitos,IEEE13313710.1109/DEXA.2013.21
Mostafa MS, Haggag MH, Gomaa WH (2008) Document clustering using word sense disambiguation In: SEDE 2008: Proceedings of 17th International Conference on Software Engineering and Data Engineering, 19–24.
PetersenKFeldtRMujtabaSMattssonMSystematic mapping studies in software engineeringEASE 2008: Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering. EASE’082008Swinton, UKBritish Computer Society6877
WimalasuriyaDCDouDOntology-based information extraction: an introduction and a survey of current approachesJ Inf Sci201036330632310.1177/0165551509360123
AlencarRODDavis JrCAGonçalvesMAGeographical classification of documents using evidence from WikipediaGIR ’10: Proceedings of the 6th Workshop on Geographic Information Retrieval2010New York,ACM1212
JinBMullerBZhaiCLuXMulti-label literature classification based on the Gene Ontology graphBMC Bioinforma20089152510.1186/1471-2105-9-525
LogeswariSPremalathaKBiomedical document clustering using ontology based concept weightICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics2013Coimbatore,IEEE14
KuhnADucasseSGírbaTSemantic clustering: identifying topics in source codeInf Softw Technol20074923024310.1016/j.infsof.2006.10.017
TorunogluDTelserenGSagturkOGanizMCWikipedia based semantic smoothing for twitter sentiment classificationINISTA 2013: Proceedings of the IEEE International Symposium on Innovations in Intelligent Systems and Applications2013AlbenaIEEE15
HuPHeTJiDWangMA study of Chinese text summarization using adaptive clustering of paragraphsCIT’04: Proceedings of the Fourth International Conference on Computer and Information Technology2004Wuhan,IEEE11591164
KumarVMinzSMood classifiaction of lyrics using SentiWordNetICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics2013Coimbatore,IEEE15
MizzaroSPavanMScagnettoIValentiMShort text categorization exploiting contextual enrichment and external knowledgeProceedings of the First International Workshop on Social Media Retrieval and Analysis2014New York,ACM5762
Rebholz-SchuhmannDJimeno-YepesAArreguiMKirschHMeasuring prediction capacity of individual verbs for the identification of protein interactionsJ Biomed Inform201043220020710.1016/j.jbi.2009.09.007
WaltingerUMehlerASocial semantics and its evaluation by means of semantic relatedness and open topic modelsWI-IAT’09: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology-Volume 012009Milan,IEEE Computer Society424910.1109/WI-IAT.2009.14
MinerGElderJHillTNisbetRDelenDFastAPractical text mining and statistical analysis for non-structured text data applications2012BostonAcademic Press
KrachinaORaskinVTriezenbergKReconciling privacy policies and regulations: ontological semantics perspectiveHuman Interface and the Management of Information. Interacting in Information Environments2007Berlin,Springer73073910.1007/978-3-540-73354-6_80
BreretonPKitchenhamBABudgenDTurnerMKhalilMLessons from applying the systematic literature review process within the software engineering domainJ Syst Softw200780457158310.1016/j.jss.2006.07.009
MannaiMBen Abdessalem KaraaWBayesian information extraction network for Medline abstract.2013 World Congress on Computer and Information Technology (WCCIT)2013Sousse,IEEE13.
GujraniyaDMurtyMNEfficient classification using phrases generated by topic modelsICPR 2012: Proceedings of the 21st International Conference on Pattern Recognition2012Tsukuba,IEEE23312334
DuCZhuangFHeQShiZMulti-task semi-supervised semantic feature learning for classificationICDM 2012: Proceedings of the IEEE 12th International Conference on Data Mining2012Brussels,IEEE19120010.1109/ICDM.2012.15http://ieeexplore.ieee.org/document/6413903/.
W, 3C - Semantic Web Health Care and Life Sciences Interest Group. https://www.w3.org/blog/hcls/. Accessed 8 June 2016.
BatetMVallsAGibertKPerformance of ontology-based semantic similarities in clusteringArtificial Intelligence and Soft Computing2010Berlin,Springer28128810.1007/978-3-642-13208-7_36
GabrilovichEMarkovitchSWikipedia-based semantic interpretation for natural language processingJ Artif Intell Res2009344434981182.68319
WangPXuBXuJTianGLiuCLHaoHSemantic expansion using word embedding clustering and convolutional neural network for improving short text classificationNeurocomputing201617480681410.1016/j.neucom.2015.09.096
Princeton University - WordNet. http://wordnet.princeton.edu/. Accessed 8 June 2016.
HeWShenJTianXLiYAkulaVYanGGaining competitive intelligence from social media data: evidence from two largest retail chains in the worldInd Manag Data Syst201511591622163610.1108/IMDS-03-2015-0098
KontosJMalagardiIAlexandrisCBouligarakiMGreek verb semantic processing for stock market text miningNLP’00: Proceedings of the Second International Conference on Natural Language Processing2000LondonSpringer-Verlag395405
Wikipedia. https://www.wikipedia.org/. Accessed 8 June 2016.
FroudHLachkarAOuatikSAStemming versus light stemming for measuring the simitilarity between Arabic words with latent semantic analysis model2012 Colloquium in Information Science and Technology2012Fez,IEEE697310.1109/CIST.2012.6388065
ACM - Asian and Low-Resource Language Information Processing (TALLIP). http://tallip.acm.org/. Accessed 8 June 2016.
JingLYunJYuJHuangJHigh-order co-clustering text data on semantics-based representation modelAdvances in Knowledge Discovery and Data Mining2011Berlin,Springer17118210.1007/978-3-642-20841-6_15
KrajewskiRRybinskiHKozlowskiMA novel method for dictionary translationJ Intell Inf Syst201647349151410.1007/s10844-015-0382-3
EugenioBDGreenNSubbaRDetecting life events in feeds from TwitterICSC 2013: Proceedings of the IEEE Seventh International Conference on Semantic Computing2013Irvine,IEEE27427710.1109/ICSC.2013.54http://ieeexplore.ieee.org/document/6693529/.
EgoziOMarkovitchSGabrilovichEConcept-based information retrieval using explicit semantic analysisACM Trans Inf Syst20112928:18:3410.1145/1961209.1961211
AljaberBMartinezDStokesNBaileyJImproving MeSH classification of biomedical articles using citation contextsJ Biomed Inform201144588189610.1016/j.jbi.2011.05.007
JanikMKochutKJWikipedia in action: ontological knowledge in text categorizationICSC 2008: Proceedings of the International Conference on Semantic Computing2008Santa Monica,IEEE26827510.1109/ICSC.2008.53
Unified Medical Language System (UMLS) Metathesaurus. https://www.nlm.nih.gov/research/umls/knowledge_sources/metathesaurus/. Accessed 8 June 2016.
BleiDMNgAYJordanMILatent Dirichlet allocationJ Mach Learn Res20033Jan99310221112.68379
SentiWordNet. http://sentiwordnet.isti.cnr.it/. Accessed 8 June 2016.
KayedABuilding e-laws ontology: new approachProceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops2005Berlin,Springer82683510.1007/11575863_104
LiJZhaoYLiuBFully automatic text categorization by exploiting wordnetInformation Retrieval Technology2009Berlin,Springer112
DaudALiJZhouLMuhammadFKnowledge discovery through directed probabilistic topic models: a surveyFront Comput Sci China20104228030110.1007/s11704-009-0062-y
KimKChungBSChoiYLeeSJungJYParkJLanguage independent semantic kernels for short-text classificationExpert Syst Appl201441273574310.1016/j.eswa.2013.07.097
VeselovskáKSentence-level sentiment analysis in CzechWIMS’12:Proceedings of the 2Nd International Conference on Web Intelligence, Mining and Semantics2012New York,ACM65:165:4
SevensterMvan OmmeringRQianYAutomatically correlating clinical findings and body locations in radiology reports using MedLEEJ Digit Imaging201225224024910.1007/s10278-011-9411-0
XiaNLinHYangZLiYCombining multiple disambiguation methods for ge
BD Eugenio (58_CR43) 2013
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BC Wallace (58_CR23) 2015; 43
A Martinez (58_CR30) 2015; 7
TA Wei (58_CR67) 2015; 42
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F Ginter (58_CR102) 2004
58_CR65
P Brereton (58_CR5) 2007; 80
58_CR66
ZY Zhu (58_CR86) 2011; 474
F Goossen (58_CR127) 2011
S Volkova (58_CR163) 2010
A Kayed (58_CR161) 2005
J Schmidhuber (58_CR149) 2015; 61
E Gabrilovich (58_CR129) 2007
W He (58_CR47) 2015; 115
J Hu (58_CR167) 2008
I Stankov (58_CR139) 2013; 17
W He (58_CR48) 2016; 56
58_CR73
M Janik (58_CR79) 2008
E Gabrilovich (58_CR76) 2009; 34
LC Yu (58_CR40) 2007; 11
S Basu (58_CR72) 2001
(58_CR2) 2012
58_CR118
K Petersen (58_CR4) 2008
J Chen (58_CR52) 2009
A Daud (58_CR16) 2010; 4
DM Blei (58_CR121) 2003; 3
ROD Alencar (58_CR146) 2010
M Ciaramita (58_CR56) 2005
C Du (58_CR59) 2012
B Kitchenham (58_CR6) 2010; 52
W Wang (58_CR135) 2010
M Batet (58_CR71) 2010
S Logeswari (58_CR100) 2013
58_CR82
HT Zheng (58_CR104) 2008
K Veselovská (58_CR114) 2012
G Bharathi (58_CR18) 2012; 7
D Torunoglu (58_CR44) 2013
58_CR80
S Doan (58_CR141) 2009; 42
L Jing (58_CR158) 2011
58_CR88
58_CR107
R Domínguez García (58_CR116) 2012; 7181 LNCS
58_CR103
R Li (58_CR151) 2015; 9077
JL Wu (58_CR38) 2012; 12
L Plaza (58_CR97) 2011; 53
M Sevenster (58_CR162) 2012; 25
CL Chen (58_CR51) 2011
G Bharathi (58_CR110) 2012; 36
XY Cheng (58_CR29) 2011; 204
58_CR92
KR Felizardo (58_CR7) 2014
PH Pisani (58_CR10) 2013; 19
58_CR95
I Vulić (58_CR155) 2015
N Xia (58_CR36) 2011; 38
Z Luo (58_CR160) 2013; 46
CY Lu (58_CR168) 2010; 37
58_CR91
CH Huang (58_CR140) 2011; 34
58_CR12
58_CR13
58_CR14
U Leser (58_CR25) 2005; 6
Q Wu (58_CR60) 2011
B Aljaber (58_CR98) 2011; 44
58_CR99
M Mannai (58_CR106) 2013
Z Liu (58_CR123) 2011
R Navigli (58_CR130) 2011
VN Garla (58_CR96) 2012; 45
A Kamal (58_CR156) 2012
R Winnenburg (58_CR24) 2008; 9
H Froud (58_CR119) 2012
R Irfan (58_CR27) 2015; 30
Y Shin (58_CR70) 2015
KE Ravikumar (58_CR35) 2011
Q Cao (58_CR45) 2011; 50
K Kim (58_CR57) 2014; 41
MK Petersen (58_CR115) 2012
58_CR171
C Blake (58_CR166) 2010; 43
C Fellbaum (58_CR64) 1998
M Schiessl (58_CR20) 2012; 40
A Stavrianou (58_CR15) 2007; 36
A Huang (58_CR128) 2008
A Levi (58_CR46) 2012
D Rebholz-Schuhmann (58_CR136) 2010; 43
O Medelyan (58_CR81) 2009; 67
X Lu (58_CR61) 2006; 13
A Sheth (58_CR28) 2005; 1
A Kuhn (58_CR120) 2007; 49
O Krachina (58_CR54) 2007
J Wu (58_CR62) 2010
I Fathy (58_CR144) 2012
58_CR169
R Batool (58_CR113) 2013
J Jovanovic (58_CR22) 2014; 16
D Rusu (58_CR53) 2009; 33
58_CR165
X Meng (58_CR142) 2008
SH Nguyen (58_CR101) 2012
S Mizzaro (58_CR78) 2014
R Chau (58_CR148) 2009
AK Jain (58_CR170) 2010; 31
J Kontos (58_CR138) 2000
J Wu (58_CR145) 2011; 7
FA Moghaddam (58_CR8) 2015; 47
L García-Moya (58_CR42) 2013; 15
H Aghassi (58_CR109) 2012; 295 CCIS
58_CR3
T Andreasen (58_CR126) 2011
58_CR32
58_CR33
L Kong (58_CR157) 2011
Z Liu (58_CR84) 2010
P Hu (58_CR85) 2004
W Xiang (58_CR124) 2013; 96
J Bos (58_CR31) 2011; 5
58_CR49
V Kumar (58_CR94) 2013
D Thorleuchter (58_CR89) 2014; 41
B Jin (58_CR105) 2008; 9
58_CR154
M Zrigui (58_CR122) 2012; 20
U Waltinger (58_CR164) 2009
AB Abacha (58_CR39) 2011; 6609 LNCS
RWD Pedro (58_CR9) 2013; 46
R Krajewski (58_CR159) 2016; 47
J Punuru (58_CR117) 2012; 38
G Spanakis (58_CR125) 2012; 55
X Hu (58_CR77) 2009
C Musto (58_CR41) 2015; 54
D Zheng (58_CR87) 2011
DH Park (58_CR11) 2012; 39
DC Wimalasuriya (58_CR17) 2010; 36
MG Sohrab (58_CR152) 2015; 9077
G Miner (58_CR1) 2012
I Dagan (58_CR26) 2009; 15
O Egozi (58_CR111) 2011; 29
58_CR147
M Miwa (58_CR34) 2012; 13
T Mansuy (58_CR55) 2006
P Wang (58_CR153) 2016; 174
A Sharma (58_CR134) 2010
P Cimiano (58_CR21) 2006; 57
J Li (58_CR68) 2009
A Sarker (58_CR37) 2015; 53
J Yun (58_CR75) 2011
58_CR50
W Hengliang (58_CR108) 2012; 4
CX Jin (58_CR83) 2012; 532
R Lebret (58_CR150) 2015; 9041
V Reshadat (58_CR19) 2012; 4
A Freitas (58_CR143) 2013
References_xml – reference: WangPXuBXuJTianGLiuCLHaoHSemantic expansion using word embedding clustering and convolutional neural network for improving short text classificationNeurocomputing201617480681410.1016/j.neucom.2015.09.096
– reference: KitchenhamBPretoriusRBudgenDBreretonOPTurnerMNiaziMSystematic literature reviews in software engineering—a tertiary studyInf Softw Technol201052879280510.1016/j.infsof.2010.03.006
– reference: KimHJAHongKJAChangJYbSemantically enriching text representation model for document clusteringProceedings of the ACM Symposium on Applied Computing,2015New York,ACM92292510.1145/2695664.2696055http://dl.acm.org.ez67.periodicos.capes.gov.br/citation.cfm?id=2696055.
– reference: WuJLYuLCChangPCDetecting causality from online psychiatric texts using inter-sentential language patternsBMC Med Inform Dec Making201212111010.1186/1472-6947-12-1
– reference: ShinYAhnYKimHLeeSGExploiting synonymy to measure semantic similarity of sentencesIMCOM ’15: Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication2015New York,ACM40:140:4
– reference: Unified Medical Language System (UMLS) Metathesaurus. https://www.nlm.nih.gov/research/umls/knowledge_sources/metathesaurus/. Accessed 8 June 2016.
– reference: LuCYLinSHLiuJCCruz-LaraSHongJSAutomatic event-level textual emotion sensing using mutual action histogram between entitiesExpert Syst Appl20103721643165310.1016/j.eswa.2009.06.099
– reference: VeselovskáKSentence-level sentiment analysis in CzechWIMS’12:Proceedings of the 2Nd International Conference on Web Intelligence, Mining and Semantics2012New York,ACM65:165:4
– reference: GinterFPyysaloSBobergJJärvinenJSalakoskiTOntology-based feature transformations: a data-driven approachAdvances in Natural Language Processing2004Berlin,Springer27929010.1007/978-3-540-30228-5_25
– reference: PisaniPHLorenaACA systematic review on keystroke dynamicsJ Braz Comput Soc201319457358710.1007/s13173-013-0117-7
– reference: JinBMullerBZhaiCLuXMulti-label literature classification based on the Gene Ontology graphBMC Bioinforma20089152510.1186/1471-2105-9-525
– reference: MedelyanOMilneDLeggCWittenIHMining meaning from WikipediaInt J Human-Computer Stud200967971675410.1016/j.ijhcs.2009.05.004
– reference: HuangCHYinJHouFA text similarity measurement combining word semantic information with TF-IDF methodJisuanji Xuebao(Chin J Comput)2011345856864
– reference: FelizardoKRNakagawaEYMacDonellSGMaldonadoJCA visual analysis approach to update systematic reviewsEASE’14: Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering2014New YorkACM4:14:10
– reference: WuQZhangCDengXJiangCLDA-based model for topic evolution mining on textICCSE 2011: Proceedings of the 6th International Conference on Computer Science & Education2011Singapore,IEEE946949
– reference: FathyIFadlDArefMRich semantic representation based approach for text generationINFOS 2012: Proceedings of the 8th International Conference on Informatics and Systems2012Cairo,IEEENLP20
– reference: HeWTianXChenYChongDActionable social media competitive analytics for understanding customer experiencesJ Comput Inf Syst2016562145155
– reference: GujraniyaDMurtyMNEfficient classification using phrases generated by topic modelsICPR 2012: Proceedings of the 21st International Conference on Pattern Recognition2012Tsukuba,IEEE23312334
– reference: National Center for Biotechnology Information - PubMed. http://www.ncbi.nlm.nih.gov/pubmed/. Accessed 8 June 2016.
– reference: CiaramitaMGangemiARatschEŠaricJRojasIUnsupervised learning of semantic relations between concepts of a molecular biology ontologyIJCAI’05: Proceedings of the 19th International Joint Conference on Artificial Intelligence2005San Francisco, CAMorgan Kaufmann Publishers Inc.659664
– reference: WangWZhaoDZouLWangDZhengWExtracting 5W1H event semantic elements from Chinese online newsWAIM 2010: Proceedings of the Workshops of the 11th International Conference on Web-Age Information Management2010Berlin,Springer644655
– reference: ZhuZYDongSJYuCLHeJA text hybrid clustering algorithm based on HowNet semanticsKey Eng Mater20114742071207810.4028/www.scientific.net/KEM.474-476.2071
– reference: FreitasAO’RiainSCurryEda SilvaJCPCarvalhoDSRepresenting texts as contextualized entity-centric linked data graphsDEXA 2013: Proceedings of the 24th International Workshop on Database and Expert Systems Applications2013Los Alamitos,IEEE13313710.1109/DEXA.2013.21
– reference: YuLCWuCHJangFLPsychiatric consultation record retrieval using scenario-based representation and multilevel mixture modelIEEE IEEE Trans Inf Technol Biomed200711441542710.1109/TITB.2006.888705
– reference: MansuyTNHildermanRJEvaluating WordNet features in text classification modelsFLAIRS Conference 2006: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference2006Florida,AAAI PRESS568573
– reference: Wordle. http://www.wordle.net/. Accessed 15 June 2016.
– reference: ReshadatVFeizi-DerakhshiMRStudying of semantic similarity methods in ontologyRes J Appl Sci Eng Technol201241218151821
– reference: HeWShenJTianXLiYAkulaVYanGGaining competitive intelligence from social media data: evidence from two largest retail chains in the worldInd Manag Data Syst201511591622163610.1108/IMDS-03-2015-0098
– reference: Princeton University - WordNet. http://wordnet.princeton.edu/. Accessed 8 June 2016.
– reference: RavikumarKELiuHCohnJDWallMEVerspoorKPattern learning through distant supervision for extraction of protein-residue associations in the biomedical literature, vol. 2. pp 59–652011HonoluluIEEEhttp://ieeexplore.ieee.org/document/6147049/.
– reference: SentiWordNet. http://sentiwordnet.isti.cnr.it/. Accessed 8 June 2016.
– reference: LiuZLiMLiuYPonrajMPerformance evaluation of latent Dirichlet allocation in text miningFSKD 2011: Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery2011ShanghaiIEEE2695269810.1109/FSKD.2011.6020066
– reference: Domínguez GarcíaRSchmidtSRensingCSteinmetzRAutomatic taxonomy extraction in different languages using wikipedia and minimal language-specific informationLect Notes Comp Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)20127181 LNCSPART 14253
– reference: LeserUHakenbergJWhat makes a gene name? Named entity recognition in the biomedical literatureBrief Bioinform20056435736910.1093/bib/6.4.357
– reference: XiangWYanJRuhuaCHuaFImproving text categorization with semantic knowledge in WikipediaIEICE Trans Inf Syst2013961227862794
– reference: AggarwalCCZhaiCMining text data2012DurhamSpringer
– reference: WinnenburgRWächterTPlakeCDomsASchroederMFacts from text: can text mining help to scale-up high-quality manual curation of gene products with ontologies?Brief Bioinform20089646647810.1093/bib/bbn043
– reference: GabrilovichEMarkovitchSWikipedia-based semantic interpretation for natural language processingJ Artif Intell Res2009344434981182.68319
– reference: PunuruJChenJLearning non-taxonomical semantic relations from domain textsJ Intell Inf Syst201238119120710.1007/s10844-011-0149-4
– reference: Kitchenham B, Charters S (2007) Guidelines for performing systematic literature reviews in software engineering. EBSE Technical Report EBSE-2007-01. Keele University and Durham University Joint Report, Durham, UK.
– reference: WaltingerUMehlerASocial semantics and its evaluation by means of semantic relatedness and open topic modelsWI-IAT’09: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology-Volume 012009Milan,IEEE Computer Society424910.1109/WI-IAT.2009.14
– reference: García-MoyaLKudamaSAramburuMJBerlangaRStoring and analysing voice of the market data in the corporate data warehouseInf Syst Front201315333134910.1007/s10796-012-9400-y
– reference: AbachaABZweigenbaumPA hybrid approach for the extraction of semantic relations from MEDLINE abstractsLect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)20116609 LNCSPART 2139150
– reference: Mostafa MS, Haggag MH, Gomaa WH (2008) Document clustering using word sense disambiguation In: SEDE 2008: Proceedings of 17th International Conference on Software Engineering and Data Engineering, 19–24.
– reference: GarlaVNBrandtCOntology-guided feature engineering for clinical text classificationJ Biomed Inform201245599299810.1016/j.jbi.2012.04.010
– reference: BosJA survey of computational semantics: representation, inference and knowledge in wide-coverage text understandingLang Linguist Compass20115633636610.1111/j.1749-818X.2011.00284.x
– reference: SchiesslMBräscherMDo texto às ontologias: uma perspectiva para a ciência da informaçãoCiência da Informação2012402301311
– reference: ChengXYChengCZhuQThe applications of description logics in natural language processingAdv Mater Res201120438138610.4028/www.scientific.net/AMR.204-210.381
– reference: ZhengHTBorchertCKimHGExploiting gene ontology to conceptualize biomedical document collectionsThe Semantic Web2008Berlin,Springer37538910.1007/978-3-540-89704-0_26
– reference: HuangAMilneDFrankEWittenIHClustering documents with active learning using WikipediaICDM’08: Eighth IEEE International Conference on Data Mining2008Pisa,IEEE83984410.1109/ICDM.2008.80
– reference: MiwaMThompsonPMcNaughtJKellDBAnaniadouSExtracting semantically enriched events from biomedical literatureBMC Bioinforma201213112410.1186/1471-2105-13-108
– reference: LiJZhaoYLiuBFully automatic text categorization by exploiting wordnetInformation Retrieval Technology2009Berlin,Springer112
– reference: ChenJLiuJYuWWuPCombining lexical stability and improved lexical chain for unsupervised word sense disambiguationKAM’09: Proceedings of the Second International Symposium on Knowledge Acquisition and Modeling2009WuhanIEEE43043310.1109/KAM.2009.88http://ieeexplore.ieee.org/document/5362135/.
– reference: JanikMKochutKJWikipedia in action: ontological knowledge in text categorizationICSC 2008: Proceedings of the International Conference on Semantic Computing2008Santa Monica,IEEE26827510.1109/ICSC.2008.53
– reference: PedroRWDNunesFLSMachado-LimaAUsing grammars for pattern recognition in images: a systematic reviewACM Comput Surv201346226:126:3410.1145/2543581.2543593
– reference: RusuDFortunaBGrobelnikMMladenicDSemantic graphs derived from triplets with application in document summarizationInformatica (Slovenia)2009333357362
– reference: Ahmed ST, Nair R, Patel C, Davulcu H (2009) BioEve: bio-molecular event extraction from text using semantic classification and dependency parsing In: BioNLP’09: Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing: Shared Task, 99–102. Association for Computational Linguistics.
– reference: JovanovicJBagheriECuzzolaJGasevicDJeremicZBashashRAutomated semantic tagging of textual contentIT Prof2014166384610.1109/MITP.2014.85
– reference: Grobelnik M (2011) Many faces of text processing In: WIMS’11: Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 5. ACM.
– reference: Van Der Horn P, Bakker B, Geleijnse G, Korst J, Kurkin S (2008) Classifying verbs in biomedical text using subject-verb-object relationships In: SMBM 2008: Proceedings of the 3rd International Symposium on Semantic Mining in Biomedicine, 137–140.
– reference: SarkerAGonzalezGPortable automatic text classification for adverse drug reaction detection via multi-corpus trainingJ Biomed Inform20155319620710.1016/j.jbi.2014.11.002
– reference: Al NasseriATuckerAde CesareSQuantifying StockTwits semantic terms’ trading behavior in financial markets: an effective application of decision tree algorithmsExpert Syst Appl201542239192921010.1016/j.eswa.2015.08.008
– reference: SevensterMvan OmmeringRQianYAutomatically correlating clinical findings and body locations in radiology reports using MedLEEJ Digit Imaging201225224024910.1007/s10278-011-9411-0
– reference: WuJDangYPanDXuanZLiuQTextual knowledge representation through the semantic-based graph structure in clustering applicationsHICSS 2010: Proceedings of the 43rd Hawaii International Conference on System Sciences2010Washington,IEEE18
– reference: ZriguiMAyadiRMarsMMaraouiMArabic text classification framework based on latent dirichlet allocationJ Comput Inf Technol2012202125140
– reference: MartinezAMartinezWAt the interface of computational linguistics and statisticsWiley Interdiscip Rev Comput Stat201574258274336660710.1002/wics.1353
– reference: WeiTALuYCChangHBZhouQABaoXDA semantic approach for text clustering using WordNet and lexical chainsExpert Syst Appl20154242264227510.1016/j.eswa.2014.10.023
– reference: BasuSMooneyRJPasupuletiKVGhoshJEvaluating the novelty of text-mined rules using lexical knowledgeKDD’01: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining2001San Francisco,ACM23323810.1145/502512.502544
– reference: FellbaumCWordNet: an electronic lexical database1998CambridgeMIT Press0913.68054
– reference: JingLYunJYuJHuangJHigh-order co-clustering text data on semantics-based representation modelAdvances in Knowledge Discovery and Data Mining2011Berlin,Springer17118210.1007/978-3-642-20841-6_15
– reference: MustoCSemeraroGLopsPGemmisMDCrowdPulse: a framework for real-time semantic analysis of social streamsInf Syst20155412714610.1016/j.is.2015.06.007
– reference: KrachinaORaskinVTriezenbergKReconciling privacy policies and regulations: ontological semantics perspectiveHuman Interface and the Management of Information. Interacting in Information Environments2007Berlin,Springer73073910.1007/978-3-540-73354-6_80
– reference: NassirtoussiAKAghabozorgiSWahTYNgoDCLText mining of news-headlines for FOREX market prediction: a multi-layer dimension reduction algorithm with semantics and sentimentExpert Syst Appl201542130632410.1016/j.eswa.2014.08.004
– reference: HowNet Knowledge Database. http://www.keenage.com/. Accessed 8 June 2016.
– reference: SpanakisGSiolasGStafylopatisAExploiting Wikipedia knowledge for conceptual hierarchical clustering of documentsComput J20125532993121198.6827410.1093/comjnl/bxr024
– reference: ACM - Asian and Low-Resource Language Information Processing (TALLIP). http://tallip.acm.org/. Accessed 8 June 2016.
– reference: Kanavos A, Makris C, Theodoridis E (2012) On topic categorization of PubMed query results In: Artificial Intelligence Applications and Innovations, 556–565. Springer.
– reference: StankovITodorovDSetchiREnhanced cross-domain document clustering with a semantically enhanced text stemmer (SETS)Int J Knowl-Based Intell Eng Syst2013172113126
– reference: CaoQDuanWGanQExploring determinants of voting for the “helpfulness” of online user reviews: a text mining approachDecis Support Syst201150251152110.1016/j.dss.2010.11.009
– reference: KrajewskiRRybinskiHKozlowskiMA novel method for dictionary translationJ Intell Inf Syst201647349151410.1007/s10844-015-0382-3
– reference: Wang R (2010) Cognitive-based emotion classifier of Chinese vocabulary design In: ISISE 2010: Proceedings of the International Symposium on Information Science and Engineering, 582–585. IEEE.
– reference: EugenioBDGreenNSubbaRDetecting life events in feeds from TwitterICSC 2013: Proceedings of the IEEE Seventh International Conference on Semantic Computing2013Irvine,IEEE27427710.1109/ICSC.2013.54http://ieeexplore.ieee.org/document/6693529/.
– reference: GoossenFIJntemaWFrasincarFHogenboomFKaymakUNews personalization using the CF-IDF semantic recommenderWIMS’11: Proceedings of the International Conference on Web Intelligence, Mining and Semantics2011New York,ACM1010
– reference: MansuyTHildermanRJA characterization of WordNet features in Boolean models for text classificationAusDM 2006: Proceedings of the fifth Australasian Conference on Data Mining and Analystics2006Darlinghurst,Australian Computer Society, Inc103109
– reference: Zelikovitz S, Kogan M (2006) Using Web searches on important words to create background sets for LSI classification In: FLAIRS Conference 2006: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 298–603.
– reference: KoelingRMcCarthyDCarrollJText categorization for improved priors of word meaningComputational Linguistics and Intelligent Text Processing2007Berlin,Springer24125210.1007/978-3-540-70939-8_22
– reference: LebretRCollobertRRehabilitation of count-based models for word vector representationsLect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)20159041417429
– reference: YunJJingLYuJHuangHUnsupervised feature weighting based on local feature relatednessAdvances in Knowledge Discovery and Data Mining2011Berlin,Springer384910.1007/978-3-642-20841-6_4
– reference: BharathiGVenkatesanDImproving information retrieval using document clusters and semantic synonym extractionJ Theor Appl Inf Technol2012362167173
– reference: WimalasuriyaDCDouDOntology-based information extraction: an introduction and a survey of current approachesJ Inf Sci201036330632310.1177/0165551509360123
– reference: LiuZYuWChenWWangSWuFShort text feature selection for micro-blog miningCiSE 2010: Proceedings of the International Conference on Computational Intelligence and Software Engineering2010Wuhan,IEEE14
– reference: CimianoPVölkerJStuderROntologies on demand?—a description of the state-of-the-art, applications, challenges and trends for ontology learning from textInf Wiss Prax2006576-7315320
– reference: EgoziOMarkovitchSGabrilovichEConcept-based information retrieval using explicit semantic analysisACM Trans Inf Syst20112928:18:3410.1145/1961209.1961211
– reference: NavigliRFaralliSSoroaAde LacalleOAgirreETwo birds with one stone: learning semantic models for text Categorization and word sense disambiguationCIKM’11: Proceedings of the 20th ACM International Conference on Information and Knowledge Management2011Glasgow,ACM23172320
– reference: JinCXZhouHYBaiQCShort text clustering algorithm with feature keyword expansionAdv Mater Res20125321716172010.4028/www.scientific.net/AMR.532-533.1716
– reference: ZhengDLiuHZhaoTSearch results clustering based on a linear weighting method of similarityIALP 2011: Proceedings of the International Conference on Asian Language Processing2011Penang,IEEE12312610.1109/IALP.2011.72
– reference: KumarVMinzSMood classifiaction of lyrics using SentiWordNetICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics2013Coimbatore,IEEE15
– reference: MoghaddamFALagoPGrossoPEnergy-efficient networking solutions in cloud-based environments: a systematic literature reviewACM Comput Surv201547464:164:3210.1145/2764464
– reference: Weller K, et al (2007) Folksonomies and ontologies: two new players in indexing and knowledge representation In: Proceedings of the Online Information Conference, 108–115.
– reference: Wikipedia. https://www.wikipedia.org/. Accessed 8 June 2016.
– reference: AljaberBMartinezDStokesNBaileyJImproving MeSH classification of biomedical articles using citation contextsJ Biomed Inform201144588189610.1016/j.jbi.2011.05.007
– reference: LuoZMiottoRWengCA human–computer collaborative approach to identifying common data elements in clinical trial eligibility criteriaJ Biomed Inform2013461333910.1016/j.jbi.2012.07.006
– reference: LeviAMokrynODiotCTaftNFinding a needle in a haystack of reviews: cold start context-based hotel recommender systemRecSys’12: Proceedings of the sixth ACM Conference on Recommender Systems2012New YorkACM11512210.1145/2365952.2365977
– reference: AghassiHSheykhlarZExtending information retrieval by adjusting text feature vectorsCommun Comput Inform Sci2012295 CCIS13314210.1007/978-3-642-32826-8_14
– reference: IrfanRKingCKGragesDEwenSKhanSUMadaniSAA survey on text mining in social networksKnowl Eng Rev2015300215717010.1017/S0269888914000277
– reference: Weller K (2010) Knowledge representation in the social semantic web. Walter de Gruyter.
– reference: VulićIMoensMFMonolingual and cross-lingual information retrieval models based on (Bilingual) word embeddingsSIGIR’15: Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval2015New York,ACM36337210.1145/2766462.2767752
– reference: MinerGElderJHillTNisbetRDelenDFastAPractical text mining and statistical analysis for non-structured text data applications2012BostonAcademic Press
– reference: KimKChungBSChoiYLeeSJungJYParkJLanguage independent semantic kernels for short-text classificationExpert Syst Appl201441273574310.1016/j.eswa.2013.07.097
– reference: Zhang C, Zhang L, Wang CJ, Xie JY (2014) Text summarization based on sentence selection with semantic representation In: Proceedings of the International Conference on Tools with Artificial Intelligence,Vol. 2014-December. IEEE, Limassol. 584–590.
– reference: RoussinovDTuretkenOExploring models for semantic category verificationInf Syst200934875376510.1016/j.is.2009.03.007
– reference: ChenCLLiuCLChangYCTsaiHPMining opinion holders and opinion patterns in US financial statementsTAAI 2011: Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence2011Chung-Li,IEEE626810.1109/TAAI.2011.19
– reference: MizzaroSPavanMScagnettoIValentiMShort text categorization exploiting contextual enrichment and external knowledgeProceedings of the First International Workshop on Social Media Retrieval and Analysis2014New York,ACM5762
– reference: ShethARamakrishnanCThomasCSemantics for the semantic web: the implicit, the formal and the powerfulInt J Semant Web Inf Syst20051111810.4018/jswis.2005010101
– reference: XiaNLinHYangZLiYCombining multiple disambiguation methods for gene mention normalizationExpert Syst Appl20113877994799910.1016/j.eswa.2010.12.106
– reference: ThorleuchterDVan den PoelDSemantic compared cross impact analysisExpert Syst Appl20144173477348310.1016/j.eswa.2013.10.051
– reference: SohrabMGMiwaMSasakiYCentroid-means-embedding: an approach to infusing word embeddings into features for text classificationLect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)20159077289300
– reference: BharathiGVenkatesanDStudy of ontology or thesaurus based document clustering and information retrievalJ Eng Appl Sci201274342347
– reference: NguyenSHJaśkiewiczGŚwiebodaWNguyenHSEnhancing search result clustering with semantic indexingSoICT’12: Proceedings of the Third Symposium on Information and Communication Technology2012New York,ACM718010.1145/2350716.2350729
– reference: PetersenMKHansenLKOn an emotional node: modeling sentiment in graphs of action verbs2012 International Conference on Audio, Language and Image Processing2012Shanghai,IEEE30831310.1109/ICALIP.2012.6376631
– reference: KongLYanRHeYZhangYZhangZFuLDVD: a model for event diversified versions discoveryWeb Technologies and Applications2011Berlin,Springer16818010.1007/978-3-642-20291-9_18
– reference: KayedABuilding e-laws ontology: new approachProceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops2005Berlin,Springer82683510.1007/11575863_104
– reference: JainAKData clustering: 50 years beyond k-meansPattern Recogn Lett201031865166610.1016/j.patrec.2009.09.011
– reference: ParkDHKimHKChoiIYKimJKA literature review and classification of recommender systems researchExpert Syst Appl20123911100591007210.1016/j.eswa.2012.02.038
– reference: DoanSKawazoeAConwayMCollierNTowards role-based filtering of disease outbreak reportsJ Biomed Inform200942577378010.1016/j.jbi.2008.12.009
– reference: BatoolRKhattakAMMaqboolJLeeSPrecise tweet classification and sentiment analysis2013 IEEE/ACIS 12th International Conference on Computer and Information Science (ICIS)2013Niigata,IEEE46146610.1109/ICIS.2013.6607883
– reference: Stenetorp P, Soyer H, Pyysalo S, Ananiadou S, Chikayama T (2012) Size (and domain) matters: evaluating semantic word space representations for biomedical text In: SMBM 2012: Proceedings of the 5th International Symposium on Semantic Mining in Biomedicine,42–49.
– reference: KuhnADucasseSGírbaTSemantic clustering: identifying topics in source codeInf Softw Technol20074923024310.1016/j.infsof.2006.10.017
– reference: BlakeCBeyond genes, proteins, and abstracts: identifying scientific claims from full-text biomedical articlesJ Biomed Inform201043217318910.1016/j.jbi.2009.11.001
– reference: HuJFangLCaoYZengHJLiHYangQEnhancing text clustering by leveraging Wikipedia semanticsSIGIR’08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval2008New York,ACM17918610.1145/1390334.1390367
– reference: StavrianouAAndritsosPNicoloyannisNOverview and semantic issues of text miningSIGMOD Rec2007363233410.1145/1324185.1324190
– reference: PlazaLDíazAGervásPA semantic graph-based approach to biomedical summarisationArtif Intell Med201153111410.1016/j.artmed.2011.06.005
– reference: BatetMVallsAGibertKPerformance of ontology-based semantic similarities in clusteringArtificial Intelligence and Soft Computing2010Berlin,Springer28128810.1007/978-3-642-13208-7_36
– reference: GabrilovichEMarkovitchSComputing semantic relatedness using Wikipedia-based explicit semantic analysisIJCAI-07: Proceedings of the 20th International Joint Conference on Artifical Intelligence2007San Francisco,Morgan Kaufmann Publishers Inc16061611http://dl.acm.org.ez67.periodicos.capes.gov.br/citation.cfm?id=1625535.
– reference: MengXChenQWangXSemantic feature reduction in chinese document clusteringSMC 2008: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics2008Singapore,IEEE3721372610.1109/ICSMC.2008.4811878
– reference: HuXZhangXLuCParkEKZhouXExploiting Wikipedia as external knowledge for document clusteringKDD’09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining2009New York,ACM38939610.1145/1557019.1557066
– reference: DaudALiJZhouLMuhammadFKnowledge discovery through directed probabilistic topic models: a surveyFront Comput Sci China20104228030110.1007/s11704-009-0062-y
– reference: Chang MW, Ratinov LA, Roth D, Srikumar V (2008) Importance of semantic representation: dataless classification In: AAAI-08: Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 830–835.
– reference: Jiana B, Tingyu L, Tianfang Y (2012) Event information extraction approach based on complex Chinese texts In: IALP 2012: Proceedings of the International Conference on Asian Language Processing, 61–64.
– reference: FroudHLachkarAOuatikSAStemming versus light stemming for measuring the simitilarity between Arabic words with latent semantic analysis model2012 Colloquium in Information Science and Technology2012Fez,IEEE697310.1109/CIST.2012.6388065
– reference: Laboratory of Research on Software Engineering (LaPES) - StArt Tool. http://lapes.dc.ufscar.br/tools/start_tool. Accessed 8 June 2016.
– reference: Tian X, He W, Tao R, Akula V (2016) Mining online hotel reviews: a case study from hotels in China In: AMCIS 2016: Proceedings of the 22nd Americas Conference on Information Systems, 1–8.
– reference: HengliangWWeiweiZA web information extraction method based on ontologyAdv Inf Sci Serv Sci201248199206
– reference: Kass A, Cowell-Shah C (2006) Using lightweight NLP and semantic modeling to realize the internet’s potential as a corporate radar In: AAAI Fall Symposium. AAAI PRESS.
– reference: PetersenKFeldtRMujtabaSMattssonMSystematic mapping studies in software engineeringEASE 2008: Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering. EASE’082008Swinton, UKBritish Computer Society6877
– reference: AndreopoulosBAlexopoulouDSchroederMWord sense disambiguation in biomedical ontologies with term co-occurrence analysis and document clusteringInt J Data Min Bioinforma20082319321510.1504/IJDMB.2008.020522
– reference: LogeswariSPremalathaKBiomedical document clustering using ontology based concept weightICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics2013Coimbatore,IEEE14
– reference: DaganIDolanBMagniniBRothDRecognizing textual entailment: rational, evaluation and approachesNat Lang Eng20091504ixvii10.1017/S1351324909990209
– reference: ChauRTsoiACHagenbuchnerMLeeVA conceptlink graph for text structure miningACSC’09: Proceedings of the Thirty-Second Australasian Conference on Computer Science - Volume 912009Darlinghurst,Australian Computer Society, Inc.141150
– reference: W, 3C - Semantic Web Health Care and Life Sciences Interest Group. https://www.w3.org/blog/hcls/. Accessed 8 June 2016.
– reference: Smirnov I, Tikhomirov I (2009) Heterogeneous semantic networks for text representation in intelligent search engine EXACTUS In: SENSE’09: Proceedings of the Workshop on Conceptual Structures for Extracting Natural Language Semantics, 1–9.
– reference: WuJXuanZPanDEnhancing text representation for classification tasks with semantic graph structuresInt J Innov Comput Inf Control (ICIC)20117526892698
– reference: Khan K, Baharudin BB, Khan A, et al (2009) Mining opinion from text documents: a survey In: DEST’09: Proceedings of the 3rd IEEE International Conference on Digital Ecosystems and Technologies, 217–222. IEEE.
– reference: KontosJMalagardiIAlexandrisCBouligarakiMGreek verb semantic processing for stock market text miningNLP’00: Proceedings of the Second International Conference on Natural Language Processing2000LondonSpringer-Verlag395405
– reference: TorunogluDTelserenGSagturkOGanizMCWikipedia based semantic smoothing for twitter sentiment classificationINISTA 2013: Proceedings of the IEEE International Symposium on Innovations in Intelligent Systems and Applications2013AlbenaIEEE15
– reference: HuPHeTJiDWangMA study of Chinese text summarization using adaptive clustering of paragraphsCIT’04: Proceedings of the Fourth International Conference on Computer and Information Technology2004Wuhan,IEEE11591164
– reference: VolkovaSCarageaDHsuWHDrouhardJFowlesLBoosting biomedical entity extraction by using syntactic patterns for semantic relation discoveryWI-IAT 2010: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology2010TorontoIEEE27227810.1109/WI-IAT.2010.152
– reference: DuCZhuangFHeQShiZMulti-task semi-supervised semantic feature learning for classificationICDM 2012: Proceedings of the IEEE 12th International Conference on Data Mining2012Brussels,IEEE19120010.1109/ICDM.2012.15http://ieeexplore.ieee.org/document/6413903/.
– reference: LuXZhengBVelivelliAZhaiCEnhancing text categorization with semantic-enriched representation and training data augmentationJ Am Med Inform Assoc200613552653510.1197/jamia.M2051
– reference: LiRShindoHDistributed document representation for document classificationLect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)20159077212225
– reference: SchmidhuberJDeep learning in neural networks: an overviewNeural Netw2015618511710.1016/j.neunet.2014.09.003
– reference: WallaceBCComputational irony: a survey and new perspectivesArtif Intell Rev201543446748310.1007/s10462-012-9392-5
– reference: BleiDMNgAYJordanMILatent Dirichlet allocationJ Mach Learn Res20033Jan99310221112.68379
– reference: AlencarRODDavis JrCAGonçalvesMAGeographical classification of documents using evidence from WikipediaGIR ’10: Proceedings of the 6th Workshop on Geographic Information Retrieval2010New York,ACM1212
– reference: AndreasenTBulskovHJensenPALassenTExtracting conceptual feature structures from textISMIS 2011: Proceedings 19th International Symposium on Methodologies for Intelligent Systems2011Berlin,Springer396406
– reference: KamalAAbulaishMAnwarTMining feature-opinion pairs and their reliability scores from web opinion sourcesWIMS’12: Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics2012New York,ACM1515
– reference: Rebholz-SchuhmannDJimeno-YepesAArreguiMKirschHMeasuring prediction capacity of individual verbs for the identification of protein interactionsJ Biomed Inform201043220020710.1016/j.jbi.2009.09.007
– reference: Medical Subject Headings (MeSH). https://www.nlm.nih.gov/mesh/. Accessed 8 June 2016.
– reference: SharmaASwaminathanRYangHA verb-centric approach for relationship extraction in biomedical textICSC 2010: Proceedings of the IEEE Fourth International Conference on Semantic Computing2010Pittsburgh,IEEE37738510.1109/ICSC.2010.14
– reference: MannaiMBen Abdessalem KaraaWBayesian information extraction network for Medline abstract.2013 World Congress on Computer and Information Technology (WCCIT)2013Sousse,IEEE13.
– reference: BreretonPKitchenhamBABudgenDTurnerMKhalilMLessons from applying the systematic literature review process within the software engineering domainJ Syst Softw200780457158310.1016/j.jss.2006.07.009
– volume: 13
  start-page: 1
  issue: 1
  year: 2012
  ident: 58_CR34
  publication-title: BMC Bioinforma
  doi: 10.1186/1471-2105-13-108
– ident: 58_CR131
– volume: 39
  start-page: 10059
  issue: 11
  year: 2012
  ident: 58_CR11
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2012.02.038
– volume: 6
  start-page: 357
  issue: 4
  year: 2005
  ident: 58_CR25
  publication-title: Brief Bioinform
  doi: 10.1093/bib/6.4.357
– start-page: 38
  volume-title: Advances in Knowledge Discovery and Data Mining
  year: 2011
  ident: 58_CR75
  doi: 10.1007/978-3-642-20841-6_4
– ident: 58_CR63
– start-page: 272
  volume-title: WI-IAT 2010: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology
  year: 2010
  ident: 58_CR163
  doi: 10.1109/WI-IAT.2010.152
– volume: 5
  start-page: 336
  issue: 6
  year: 2011
  ident: 58_CR31
  publication-title: Lang Linguist Compass
  doi: 10.1111/j.1749-818X.2011.00284.x
– ident: 58_CR65
  doi: 10.1515/9783598441585
– volume: 9077
  start-page: 212
  year: 2015
  ident: 58_CR151
  publication-title: Lect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)
– volume: 204
  start-page: 381
  year: 2011
  ident: 58_CR29
  publication-title: Adv Mater Res
  doi: 10.4028/www.scientific.net/AMR.204-210.381
– volume: 34
  start-page: 443
  year: 2009
  ident: 58_CR76
  publication-title: J Artif Intell Res
  doi: 10.1613/jair.2669
– volume: 12
  start-page: 1
  issue: 1
  year: 2012
  ident: 58_CR38
  publication-title: BMC Med Inform Dec Making
  doi: 10.1186/1472-6947-12-1
– start-page: 922
  volume-title: Proceedings of the ACM Symposium on Applied Computing,
  year: 2015
  ident: 58_CR74
  doi: 10.1145/2695664.2696055
– start-page: 826
  volume-title: Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops
  year: 2005
  ident: 58_CR161
  doi: 10.1007/11575863_104
– volume: 29
  start-page: 8:1
  issue: 2
  year: 2011
  ident: 58_CR111
  publication-title: ACM Trans Inf Syst
  doi: 10.1145/1961209.1961211
– volume: 96
  start-page: 2786
  issue: 12
  year: 2013
  ident: 58_CR124
  publication-title: IEICE Trans Inf Syst
– start-page: 946
  volume-title: ICCSE 2011: Proceedings of the 6th International Conference on Computer Science & Education
  year: 2011
  ident: 58_CR60
– volume: 36
  start-page: 23
  issue: 3
  year: 2007
  ident: 58_CR15
  publication-title: SIGMOD Rec
  doi: 10.1145/1324185.1324190
– ident: 58_CR92
– volume: 43
  start-page: 173
  issue: 2
  year: 2010
  ident: 58_CR166
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2009.11.001
– start-page: 430
  volume-title: KAM’09: Proceedings of the Second International Symposium on Knowledge Acquisition and Modeling
  year: 2009
  ident: 58_CR52
  doi: 10.1109/KAM.2009.88
– volume: 61
  start-page: 85
  year: 2015
  ident: 58_CR149
  publication-title: Neural Netw
  doi: 10.1016/j.neunet.2014.09.003
– volume: 46
  start-page: 26:1
  issue: 2
  year: 2013
  ident: 58_CR9
  publication-title: ACM Comput Surv
  doi: 10.1145/2543581.2543593
– ident: 58_CR3
– start-page: 268
  volume-title: ICSC 2008: Proceedings of the International Conference on Semantic Computing
  year: 2008
  ident: 58_CR79
  doi: 10.1109/ICSC.2008.53
– start-page: 133
  volume-title: DEXA 2013: Proceedings of the 24th International Workshop on Database and Expert Systems Applications
  year: 2013
  ident: 58_CR143
  doi: 10.1109/DEXA.2013.21
– start-page: 68
  volume-title: EASE 2008: Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering. EASE’08
  year: 2008
  ident: 58_CR4
– ident: 58_CR95
– volume: 47
  start-page: 64:1
  issue: 4
  year: 2015
  ident: 58_CR8
  publication-title: ACM Comput Surv
  doi: 10.1145/2764464
– ident: 58_CR12
  doi: 10.1109/DEST.2009.5276756
– volume: 46
  start-page: 33
  issue: 1
  year: 2013
  ident: 58_CR160
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2012.07.006
– volume: 42
  start-page: 9192
  issue: 23
  year: 2015
  ident: 58_CR93
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2015.08.008
– start-page: 1
  volume-title: 2013 World Congress on Computer and Information Technology (WCCIT)
  year: 2013
  ident: 58_CR106
– start-page: 2695
  volume-title: FSKD 2011: Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery
  year: 2011
  ident: 58_CR123
  doi: 10.1109/FSKD.2011.6020066
– ident: 58_CR80
– start-page: 141
  volume-title: ACSC’09: Proceedings of the Thirty-Second Australasian Conference on Computer Science - Volume 91
  year: 2009
  ident: 58_CR148
– ident: 58_CR169
  doi: 10.3115/1572340.1572355
– volume: 4
  start-page: 1815
  issue: 12
  year: 2012
  ident: 58_CR19
  publication-title: Res J Appl Sci Eng Technol
– volume: 50
  start-page: 511
  issue: 2
  year: 2011
  ident: 58_CR45
  publication-title: Decis Support Syst
  doi: 10.1016/j.dss.2010.11.009
– start-page: 241
  volume-title: Computational Linguistics and Intelligent Text Processing
  year: 2007
  ident: 58_CR133
  doi: 10.1007/978-3-540-70939-8_22
– volume: 55
  start-page: 299
  issue: 3
  year: 2012
  ident: 58_CR125
  publication-title: Comput J
  doi: 10.1093/comjnl/bxr024
– start-page: 1
  volume-title: HICSS 2010: Proceedings of the 43rd Hawaii International Conference on System Sciences
  year: 2010
  ident: 58_CR62
– start-page: 839
  volume-title: ICDM’08: Eighth IEEE International Conference on Data Mining
  year: 2008
  ident: 58_CR128
  doi: 10.1109/ICDM.2008.80
– start-page: 12
  volume-title: GIR ’10: Proceedings of the 6th Workshop on Geographic Information Retrieval
  year: 2010
  ident: 58_CR146
– volume: 53
  start-page: 1
  issue: 1
  year: 2011
  ident: 58_CR97
  publication-title: Artif Intell Med
  doi: 10.1016/j.artmed.2011.06.005
– ident: 58_CR165
– start-page: 191
  volume-title: ICDM 2012: Proceedings of the IEEE 12th International Conference on Data Mining
  year: 2012
  ident: 58_CR59
  doi: 10.1109/ICDM.2012.15
– ident: 58_CR103
  doi: 10.1007/978-3-642-33412-2_57
– volume: 56
  start-page: 145
  issue: 2
  year: 2016
  ident: 58_CR48
  publication-title: J Comput Inf Syst
– volume: 43
  start-page: 467
  issue: 4
  year: 2015
  ident: 58_CR23
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-012-9392-5
– volume: 47
  start-page: 491
  issue: 3
  year: 2016
  ident: 58_CR159
  publication-title: J Intell Inf Syst
  doi: 10.1007/s10844-015-0382-3
– volume: 41
  start-page: 3477
  issue: 7
  year: 2014
  ident: 58_CR89
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2013.10.051
– ident: 58_CR14
  doi: 10.1145/1988688.1988694
– volume-title: Pattern learning through distant supervision for extraction of protein-residue associations in the biomedical literature, vol. 2. pp 59–65
  year: 2011
  ident: 58_CR35
– start-page: 377
  volume-title: ICSC 2010: Proceedings of the IEEE Fourth International Conference on Semantic Computing
  year: 2010
  ident: 58_CR134
  doi: 10.1109/ICSC.2010.14
– start-page: 233
  volume-title: KDD’01: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
  year: 2001
  ident: 58_CR72
  doi: 10.1145/502512.502544
– volume: 115
  start-page: 1622
  issue: 9
  year: 2015
  ident: 58_CR47
  publication-title: Ind Manag Data Syst
  doi: 10.1108/IMDS-03-2015-0098
– start-page: 65:1
  volume-title: WIMS’12:Proceedings of the 2Nd International Conference on Web Intelligence, Mining and Semantics
  year: 2012
  ident: 58_CR114
– volume-title: WordNet: an electronic lexical database
  year: 1998
  ident: 58_CR64
  doi: 10.7551/mitpress/7287.001.0001
– volume: 30
  start-page: 157
  issue: 02
  year: 2015
  ident: 58_CR27
  publication-title: Knowl Eng Rev
  doi: 10.1017/S0269888914000277
– start-page: 15
  volume-title: WIMS’12: Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
  year: 2012
  ident: 58_CR156
– volume: 34
  start-page: 856
  issue: 5
  year: 2011
  ident: 58_CR140
  publication-title: Jisuanji Xuebao(Chin J Comput)
– volume: 52
  start-page: 792
  issue: 8
  year: 2010
  ident: 58_CR6
  publication-title: Inf Softw Technol
  doi: 10.1016/j.infsof.2010.03.006
– volume: 19
  start-page: 573
  issue: 4
  year: 2013
  ident: 58_CR10
  publication-title: J Braz Comput Soc
  doi: 10.1007/s13173-013-0117-7
– volume: 3
  start-page: 993
  issue: Jan
  year: 2003
  ident: 58_CR121
  publication-title: J Mach Learn Res
– volume: 15
  start-page: i
  issue: 04
  year: 2009
  ident: 58_CR26
  publication-title: Nat Lang Eng
  doi: 10.1017/S1351324909990209
– volume: 42
  start-page: 2264
  issue: 4
  year: 2015
  ident: 58_CR67
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2014.10.023
– ident: 58_CR147
– start-page: 123
  volume-title: IALP 2011: Proceedings of the International Conference on Asian Language Processing
  year: 2011
  ident: 58_CR87
  doi: 10.1109/IALP.2011.72
– start-page: 730
  volume-title: Human Interface and the Management of Information. Interacting in Information Environments
  year: 2007
  ident: 58_CR54
  doi: 10.1007/978-3-540-73354-6_80
– volume: 42
  start-page: 306
  issue: 1
  year: 2015
  ident: 58_CR112
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2014.08.004
– volume: 7
  start-page: 342
  issue: 4
  year: 2012
  ident: 58_CR18
  publication-title: J Eng Appl Sci
  doi: 10.3923/jeasci.2012.342.347
– volume: 11
  start-page: 415
  issue: 4
  year: 2007
  ident: 58_CR40
  publication-title: IEEE IEEE Trans Inf Technol Biomed
  doi: 10.1109/TITB.2006.888705
– start-page: 4:1
  volume-title: EASE’14: Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering
  year: 2014
  ident: 58_CR7
– start-page: 1159
  volume-title: CIT’04: Proceedings of the Fourth International Conference on Computer and Information Technology
  year: 2004
  ident: 58_CR85
– ident: 58_CR82
– volume: 67
  start-page: 716
  issue: 9
  year: 2009
  ident: 58_CR81
  publication-title: Int J Human-Computer Stud
  doi: 10.1016/j.ijhcs.2009.05.004
– start-page: 1
  volume-title: ICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics
  year: 2013
  ident: 58_CR100
– start-page: 395
  volume-title: NLP’00: Proceedings of the Second International Conference on Natural Language Processing
  year: 2000
  ident: 58_CR138
– volume: 31
  start-page: 651
  issue: 8
  year: 2010
  ident: 58_CR170
  publication-title: Pattern Recogn Lett
  doi: 10.1016/j.patrec.2009.09.011
– volume: 13
  start-page: 526
  issue: 5
  year: 2006
  ident: 58_CR61
  publication-title: J Am Med Inform Assoc
  doi: 10.1197/jamia.M2051
– ident: 58_CR154
  doi: 10.1109/ICTAI.2014.93
– volume: 54
  start-page: 127
  year: 2015
  ident: 58_CR41
  publication-title: Inf Syst
  doi: 10.1016/j.is.2015.06.007
– ident: 58_CR73
– start-page: 1
  volume-title: INISTA 2013: Proceedings of the IEEE International Symposium on Innovations in Intelligent Systems and Applications
  year: 2013
  ident: 58_CR44
– volume: 34
  start-page: 753
  issue: 8
  year: 2009
  ident: 58_CR90
  publication-title: Inf Syst
  doi: 10.1016/j.is.2009.03.007
– start-page: 375
  volume-title: The Semantic Web
  year: 2008
  ident: 58_CR104
  doi: 10.1007/978-3-540-89704-0_26
– start-page: 3721
  volume-title: SMC 2008: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
  year: 2008
  ident: 58_CR142
  doi: 10.1109/ICSMC.2008.4811878
– start-page: 71
  volume-title: SoICT’12: Proceedings of the Third Symposium on Information and Communication Technology
  year: 2012
  ident: 58_CR101
  doi: 10.1145/2350716.2350729
– volume: 9
  start-page: 525
  issue: 1
  year: 2008
  ident: 58_CR105
  publication-title: BMC Bioinforma
  doi: 10.1186/1471-2105-9-525
– volume: 80
  start-page: 571
  issue: 4
  year: 2007
  ident: 58_CR5
  publication-title: J Syst Softw
  doi: 10.1016/j.jss.2006.07.009
– start-page: 171
  volume-title: Advances in Knowledge Discovery and Data Mining
  year: 2011
  ident: 58_CR158
  doi: 10.1007/978-3-642-20841-6_15
– volume-title: Practical text mining and statistical analysis for non-structured text data applications
  year: 2012
  ident: 58_CR1
– volume: 16
  start-page: 38
  issue: 6
  year: 2014
  ident: 58_CR22
  publication-title: IT Prof
  doi: 10.1109/MITP.2014.85
– start-page: 659
  volume-title: IJCAI’05: Proceedings of the 19th International Joint Conference on Artificial Intelligence
  year: 2005
  ident: 58_CR56
– volume: 474
  start-page: 2071
  year: 2011
  ident: 58_CR86
  publication-title: Key Eng Mater
  doi: 10.4028/www.scientific.net/KEM.474-476.2071
– start-page: 363
  volume-title: SIGIR’15: Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
  year: 2015
  ident: 58_CR155
  doi: 10.1145/2766462.2767752
– volume: 36
  start-page: 306
  issue: 3
  year: 2010
  ident: 58_CR17
  publication-title: J Inf Sci
  doi: 10.1177/0165551509360123
– ident: 58_CR50
– start-page: 2317
  volume-title: CIKM’11: Proceedings of the 20th ACM International Conference on Information and Knowledge Management
  year: 2011
  ident: 58_CR130
– volume: 20
  start-page: 125
  issue: 2
  year: 2012
  ident: 58_CR122
  publication-title: J Comput Inf Technol
  doi: 10.2498/cit.1001770
– ident: 58_CR99
– volume: 38
  start-page: 7994
  issue: 7
  year: 2011
  ident: 58_CR36
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2010.12.106
– volume: 295 CCIS
  start-page: 133
  year: 2012
  ident: 58_CR109
  publication-title: Commun Comput Inform Sci
  doi: 10.1007/978-3-642-32826-8_14
– start-page: 62
  volume-title: TAAI 2011: Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence
  year: 2011
  ident: 58_CR51
  doi: 10.1109/TAAI.2011.19
– start-page: 308
  volume-title: 2012 International Conference on Audio, Language and Image Processing
  year: 2012
  ident: 58_CR115
  doi: 10.1109/ICALIP.2012.6376631
– volume: 174
  start-page: 806
  year: 2016
  ident: 58_CR153
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2015.09.096
– volume: 4
  start-page: 199
  issue: 8
  year: 2012
  ident: 58_CR108
  publication-title: Adv Inf Sci Serv Sci
– volume: 7181 LNCS
  start-page: 42
  issue: PART 1
  year: 2012
  ident: 58_CR116
  publication-title: Lect Notes Comp Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)
– start-page: 1
  volume-title: ICCCI 2013: Proceedings of the International Conference on Computer Communication and Informatics
  year: 2013
  ident: 58_CR94
– volume: 9077
  start-page: 289
  year: 2015
  ident: 58_CR152
  publication-title: Lect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)
– start-page: 168
  volume-title: Web Technologies and Applications
  year: 2011
  ident: 58_CR157
  doi: 10.1007/978-3-642-20291-9_18
– start-page: 1
  volume-title: Information Retrieval Technology
  year: 2009
  ident: 58_CR68
– volume: 49
  start-page: 230
  year: 2007
  ident: 58_CR120
  publication-title: Inf Softw Technol
  doi: 10.1016/j.infsof.2006.10.017
– ident: 58_CR91
– volume: 43
  start-page: 200
  issue: 2
  year: 2010
  ident: 58_CR136
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2009.09.007
– ident: 58_CR32
– volume: 2
  start-page: 193
  issue: 3
  year: 2008
  ident: 58_CR132
  publication-title: Int J Data Min Bioinforma
  doi: 10.1504/IJDMB.2008.020522
– volume: 7
  start-page: 2689
  issue: 5
  year: 2011
  ident: 58_CR145
  publication-title: Int J Innov Comput Inf Control (ICIC)
– start-page: 281
  volume-title: Artificial Intelligence and Soft Computing
  year: 2010
  ident: 58_CR71
  doi: 10.1007/978-3-642-13208-7_36
– start-page: 1
  volume-title: CiSE 2010: Proceedings of the International Conference on Computational Intelligence and Software Engineering
  year: 2010
  ident: 58_CR84
– volume: 532
  start-page: 1716
  year: 2012
  ident: 58_CR83
  publication-title: Adv Mater Res
  doi: 10.4028/www.scientific.net/AMR.532-533.1716
– ident: 58_CR88
  doi: 10.1109/ISISE.2010.145
– start-page: 396
  volume-title: ISMIS 2011: Proceedings 19th International Symposium on Methodologies for Intelligent Systems
  year: 2011
  ident: 58_CR126
– start-page: NLP
  volume-title: INFOS 2012: Proceedings of the 8th International Conference on Informatics and Systems
  year: 2012
  ident: 58_CR144
– volume: 7
  start-page: 258
  issue: 4
  year: 2015
  ident: 58_CR30
  publication-title: Wiley Interdiscip Rev Comput Stat
  doi: 10.1002/wics.1353
– start-page: 568
  volume-title: FLAIRS Conference 2006: Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference
  year: 2006
  ident: 58_CR69
– start-page: 461
  volume-title: 2013 IEEE/ACIS 12th International Conference on Computer and Information Science (ICIS)
  year: 2013
  ident: 58_CR113
  doi: 10.1109/ICIS.2013.6607883
– start-page: 279
  volume-title: Advances in Natural Language Processing
  year: 2004
  ident: 58_CR102
  doi: 10.1007/978-3-540-30228-5_25
– volume: 53
  start-page: 196
  year: 2015
  ident: 58_CR37
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2014.11.002
– ident: 58_CR137
– ident: 58_CR171
– ident: 58_CR118
– volume: 9041
  start-page: 417
  year: 2015
  ident: 58_CR150
  publication-title: Lect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)
– start-page: 103
  volume-title: AusDM 2006: Proceedings of the fifth Australasian Conference on Data Mining and Analystics
  year: 2006
  ident: 58_CR55
– start-page: 1606
  volume-title: IJCAI-07: Proceedings of the 20th International Joint Conference on Artifical Intelligence
  year: 2007
  ident: 58_CR129
– start-page: 40:1
  volume-title: IMCOM ’15: Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication
  year: 2015
  ident: 58_CR70
– volume: 1
  start-page: 1
  issue: 1
  year: 2005
  ident: 58_CR28
  publication-title: Int J Semant Web Inf Syst
  doi: 10.4018/jswis.2005010101
– volume: 36
  start-page: 167
  issue: 2
  year: 2012
  ident: 58_CR110
  publication-title: J Theor Appl Inf Technol
– start-page: 179
  volume-title: SIGIR’08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
  year: 2008
  ident: 58_CR167
  doi: 10.1145/1390334.1390367
– start-page: 69
  volume-title: 2012 Colloquium in Information Science and Technology
  year: 2012
  ident: 58_CR119
  doi: 10.1109/CIST.2012.6388065
– volume: 37
  start-page: 1643
  issue: 2
  year: 2010
  ident: 58_CR168
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2009.06.099
– ident: 58_CR33
– volume: 9
  start-page: 466
  issue: 6
  year: 2008
  ident: 58_CR24
  publication-title: Brief Bioinform
  doi: 10.1093/bib/bbn043
– start-page: 57
  volume-title: Proceedings of the First International Workshop on Social Media Retrieval and Analysis
  year: 2014
  ident: 58_CR78
  doi: 10.1145/2632188.2632205
– start-page: 274
  volume-title: ICSC 2013: Proceedings of the IEEE Seventh International Conference on Semantic Computing
  year: 2013
  ident: 58_CR43
  doi: 10.1109/ICSC.2013.54
– volume: 57
  start-page: 315
  issue: 6-7
  year: 2006
  ident: 58_CR21
  publication-title: Inf Wiss Prax
– ident: 58_CR107
  doi: 10.1109/IALP.2012.37
– ident: 58_CR49
– volume: 17
  start-page: 113
  issue: 2
  year: 2013
  ident: 58_CR139
  publication-title: Int J Knowl-Based Intell Eng Syst
– ident: 58_CR66
– volume: 40
  start-page: 301
  issue: 2
  year: 2012
  ident: 58_CR20
  publication-title: Ciência da Informação
– volume: 42
  start-page: 773
  issue: 5
  year: 2009
  ident: 58_CR141
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2008.12.009
– start-page: 42
  volume-title: WI-IAT’09: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology-Volume 01
  year: 2009
  ident: 58_CR164
  doi: 10.1109/WI-IAT.2009.14
– volume: 33
  start-page: 357
  issue: 3
  year: 2009
  ident: 58_CR53
  publication-title: Informatica (Slovenia)
– start-page: 644
  volume-title: WAIM 2010: Proceedings of the Workshops of the 11th International Conference on Web-Age Information Management
  year: 2010
  ident: 58_CR135
– start-page: 10
  volume-title: WIMS’11: Proceedings of the International Conference on Web Intelligence, Mining and Semantics
  year: 2011
  ident: 58_CR127
– volume: 45
  start-page: 992
  issue: 5
  year: 2012
  ident: 58_CR96
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2012.04.010
– ident: 58_CR13
– volume: 4
  start-page: 280
  issue: 2
  year: 2010
  ident: 58_CR16
  publication-title: Front Comput Sci China
  doi: 10.1007/s11704-009-0062-y
– volume: 38
  start-page: 191
  issue: 1
  year: 2012
  ident: 58_CR117
  publication-title: J Intell Inf Syst
  doi: 10.1007/s10844-011-0149-4
– volume: 41
  start-page: 735
  issue: 2
  year: 2014
  ident: 58_CR57
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2013.07.097
– start-page: 2331
  volume-title: ICPR 2012: Proceedings of the 21st International Conference on Pattern Recognition
  year: 2012
  ident: 58_CR58
– start-page: 389
  volume-title: KDD’09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
  year: 2009
  ident: 58_CR77
  doi: 10.1145/1557019.1557066
– volume: 25
  start-page: 240
  issue: 2
  year: 2012
  ident: 58_CR162
  publication-title: J Digit Imaging
  doi: 10.1007/s10278-011-9411-0
– volume: 44
  start-page: 881
  issue: 5
  year: 2011
  ident: 58_CR98
  publication-title: J Biomed Inform
  doi: 10.1016/j.jbi.2011.05.007
– volume: 15
  start-page: 331
  issue: 3
  year: 2013
  ident: 58_CR42
  publication-title: Inf Syst Front
  doi: 10.1007/s10796-012-9400-y
– volume: 6609 LNCS
  start-page: 139
  issue: PART 2
  year: 2011
  ident: 58_CR39
  publication-title: Lect Notes Comput Sci (Incl Subseries Lect Notes Artif Intell Lect Notes Bioinforma)
– volume-title: Mining text data
  year: 2012
  ident: 58_CR2
– start-page: 115
  volume-title: RecSys’12: Proceedings of the sixth ACM Conference on Recommender Systems
  year: 2012
  ident: 58_CR46
  doi: 10.1145/2365952.2365977
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Snippet As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of...
Abstract As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a...
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SubjectTerms Computer Science
Computer System Implementation
Data mining
Data Structures
Digital mapping
End users
Operating Systems
Semantics
Simulation and Modeling
Studies
Systematic review
Text mining
Text semantics
Texts
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Title Text mining and semantics: a systematic mapping study
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