An ontology based text mining system for knowledge discovery from the diagnosis data in the automotive domain
•An ontology based text mining system is proposed to handle millions of unstructured repair verbatim in automotive industry.•Three novel components are developed in the proposed system – document annotation, semantic extractor, and frequently co-occurring term based clustering algorithm.•The best pr...
Uloženo v:
| Vydáno v: | Computers in industry Ročník 64; číslo 5; s. 565 - 580 |
|---|---|
| Hlavní autor: | |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Kidlington
Elsevier B.V
01.06.2013
Elsevier Elsevier Sequoia S.A |
| Témata: | |
| ISSN: | 0166-3615, 1872-6194 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | •An ontology based text mining system is proposed to handle millions of unstructured repair verbatim in automotive industry.•Three novel components are developed in the proposed system – document annotation, semantic extractor, and frequently co-occurring term based clustering algorithm.•The best practice repair actions can be discovered to fix the symptoms observed with a part failure to perform efficient fault diagnosis and root-cause investigation.•The performance of the system has been validated on the real life data and the system is implemented in real life set up.
In automotive domain, overwhelming volume of textual data is recorded in the form of repair verbatim collected during the fault diagnosis (FD) process. Here, the aim of knowledge discovery using text mining (KDT) task is to discover the best-practice repair knowledge from millions of repair verbatim enabling accurate FD. However, the complexity of KDT problem is largely due to the fact that a significant amount of relevant knowledge is buried in noisy and unstructured verbatim. In this paper, we propose a novel ontology-based text mining system, which uses the diagnosis ontology for annotating key terms recorded in the repair verbatim. The annotated terms are extracted in different tuples, which are used to identify the field anomalies. The extracted tuples are further used by the frequently co-occurring clustering algorithm to cluster the repair verbatim data such that the best-practice repair actions used to fix commonly observed symptoms associated with the faulty parts can be discovered. The performance of our system has been validated by using the real world data and it has been successfully implemented in a web based distributed architecture in real life industry. |
|---|---|
| AbstractList | In automotive domain, overwhelming volume of textual data is recorded in the form of repair verbatim collected during the fault diagnosis (FD) process. Here, the aim of knowledge discovery using text mining (KDT) task is to discover the best-practice repair knowledge from millions of repair verbatim enabling accurate FD. However, the complexity of KDT problem is largely due to the fact that a significant amount of relevant knowledge is buried in noisy and unstructured verbatim. In this paper, we propose a novel ontology-based text mining system, which uses the diagnosis ontology for annotating key terms recorded in the repair verbatim. The annotated terms are extracted in different tuples, which are used to identify the field anomalies. The extracted tuples are further used by the frequently co-occurring clustering algorithm to cluster the repair verbatim data such that the best-practice repair actions used to fix commonly observed symptoms associated with the faulty parts can be discovered. The performance of our system has been validated by using the real world data and it has been successfully implemented in a web based distributed architecture in real life industry. [PUBLICATION ABSTRACT] •An ontology based text mining system is proposed to handle millions of unstructured repair verbatim in automotive industry.•Three novel components are developed in the proposed system – document annotation, semantic extractor, and frequently co-occurring term based clustering algorithm.•The best practice repair actions can be discovered to fix the symptoms observed with a part failure to perform efficient fault diagnosis and root-cause investigation.•The performance of the system has been validated on the real life data and the system is implemented in real life set up. In automotive domain, overwhelming volume of textual data is recorded in the form of repair verbatim collected during the fault diagnosis (FD) process. Here, the aim of knowledge discovery using text mining (KDT) task is to discover the best-practice repair knowledge from millions of repair verbatim enabling accurate FD. However, the complexity of KDT problem is largely due to the fact that a significant amount of relevant knowledge is buried in noisy and unstructured verbatim. In this paper, we propose a novel ontology-based text mining system, which uses the diagnosis ontology for annotating key terms recorded in the repair verbatim. The annotated terms are extracted in different tuples, which are used to identify the field anomalies. The extracted tuples are further used by the frequently co-occurring clustering algorithm to cluster the repair verbatim data such that the best-practice repair actions used to fix commonly observed symptoms associated with the faulty parts can be discovered. The performance of our system has been validated by using the real world data and it has been successfully implemented in a web based distributed architecture in real life industry. |
| Author | Rajpathak, Dnyanesh G. |
| Author_xml | – sequence: 1 givenname: Dnyanesh G. surname: Rajpathak fullname: Rajpathak, Dnyanesh G. email: dnyanesh.rajpathak@gm.com organization: Diagnosis and Prognosis Group, India Science Lab, General Motors Global Research and Development, GM Technical Centre India Pvt. Ltd., Creator Building, International Technology Park, Whitefiled, Bangalore 560066, Karnataka, India |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27307846$$DView record in Pascal Francis |
| BookMark | eNqFkU2LFDEQhoOs4OzoTxAC4rHHfHSn03iQZfELFrzoOVQn6bHG7mRMMqPz780448XLFgUFxfPWC_XekpsQgyfkJWcbzrh6s9vYuOwxuI1gXG5YbcafkBXXvWgUH9obsqqcaqTi3TNym_OO1ep7tSLLXaAxlDjH7YmOkL2jxf8udMGAYUvzKRe_0Ckm-iPEX7N3W08dZhuPPp3olOJCy_fzCrYhZszUQQGK4e8WDiUuseCxAnEBDM_J0wnm7F9c55p8-_D-6_2n5uHLx8_3dw-NlaovjRuVBD3IbhCgehicmrpplNyBFI4Pox61mHQ3aK9GoYVsmeicFWoYmeNtp-WavLrc3af48-BzMbt4SKFaGi7btuWSC1ap11cKsoV5ShAsZrNPuEA6GdFL1utWVe7thbMp5pz8ZCwWKFj_lgBnw5k552B25pqDOedgWO0616T7T_3P4DHdu4vO10cd0SeTLfpgvcPkbTEu4iMX_gBVkKga |
| CODEN | CINUD4 |
| CitedBy_id | crossref_primary_10_1080_14783363_2016_1150169 crossref_primary_10_1080_1097198X_2017_1321355 crossref_primary_10_1109_ACCESS_2023_3331585 crossref_primary_10_1016_j_engfailanal_2023_107525 crossref_primary_10_1016_j_ssci_2020_104900 crossref_primary_10_1016_j_websem_2019_02_002 crossref_primary_10_1007_s10586_016_0561_1 crossref_primary_10_1007_s10845_024_02347_w crossref_primary_10_1007_s11859_015_1070_4 crossref_primary_10_1080_02642069_2017_1326483 crossref_primary_10_1007_s00170_015_7747_1 crossref_primary_10_1016_j_cie_2018_04_033 crossref_primary_10_1016_j_compind_2021_103402 crossref_primary_10_1108_JAMR_02_2017_0024 crossref_primary_10_1080_09537325_2022_2099262 crossref_primary_10_1016_j_compind_2015_03_005 crossref_primary_10_1016_j_engappai_2024_108571 crossref_primary_10_1016_j_aei_2015_06_003 crossref_primary_10_1108_JAMR_02_2016_0012 crossref_primary_10_1155_2018_9464971 crossref_primary_10_1002_ail2_33 crossref_primary_10_1109_TITS_2016_2521866 crossref_primary_10_1016_j_engappai_2015_02_009 crossref_primary_10_1115_1_4039200 crossref_primary_10_1016_j_ssci_2019_05_009 crossref_primary_10_1016_j_procir_2024_05_098 crossref_primary_10_1080_09544828_2018_1463514 crossref_primary_10_1016_j_compind_2024_104186 crossref_primary_10_3390_en12101982 crossref_primary_10_1016_j_engappai_2024_109743 crossref_primary_10_1016_j_jss_2021_111211 crossref_primary_10_1080_00207543_2023_2167013 crossref_primary_10_3233_SW_233299 crossref_primary_10_3390_info14050257 crossref_primary_10_1177_09544070211047336 crossref_primary_10_1007_s10115_014_0806_3 crossref_primary_10_1016_j_aei_2021_101491 crossref_primary_10_1007_s13412_024_00930_4 crossref_primary_10_1109_JIOT_2022_3163606 crossref_primary_10_1177_0165551521989641 crossref_primary_10_1109_TNSE_2021_3128171 crossref_primary_10_1007_s00170_020_06425_0 crossref_primary_10_1016_j_compind_2024_104083 crossref_primary_10_1109_ACCESS_2024_3419911 crossref_primary_10_1108_JQME_02_2020_0012 |
| Cites_doi | 10.1016/S0169-023X(97)00056-6 10.1016/S0098-1354(02)00160-6 10.1016/S0360-8352(00)00047-4 10.1016/j.cie.2008.11.006 10.1108/13552519810207470 10.1006/jbin.2001.1023 10.1007/s10115-011-0409-1 10.1145/1165774.1165778 10.1080/0951192X.2012.665187 10.1108/eb026526 10.1016/S0098-1354(02)00162-X 10.1016/S0378-7206(00)00051-3 10.1197/jamia.M1101 10.1109/TKDE.2006.85 10.1093/bioinformatics/bti586 10.1006/knac.1993.1008 10.3758/BF03204766 10.1504/IJMSO.2006.008769 10.1080/0951192X.2010.531291 10.1023/A:1023258306854 10.1162/coli.2006.32.4.485 10.1006/ijhc.1997.0168 10.1109/JPROC.2006.888386 10.1198/000313005X22987 10.1016/j.datak.2007.08.001 10.1016/j.knosys.2010.01.011 10.1016/S0098-1354(02)00161-8 |
| ContentType | Journal Article |
| Copyright | 2013 Elsevier B.V. 2014 INIST-CNRS Copyright Elsevier Sequoia S.A. Jun 2013 |
| Copyright_xml | – notice: 2013 Elsevier B.V. – notice: 2014 INIST-CNRS – notice: Copyright Elsevier Sequoia S.A. Jun 2013 |
| DBID | AAYXX CITATION IQODW 7SC 8FD JQ2 L7M L~C L~D |
| DOI | 10.1016/j.compind.2013.03.001 |
| DatabaseName | CrossRef Pascal-Francis Computer and Information Systems Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Computer and Information Systems Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Advanced Technologies Database with Aerospace ProQuest Computer Science Collection Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | Computer and Information Systems Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Applied Sciences |
| EISSN | 1872-6194 |
| EndPage | 580 |
| ExternalDocumentID | 2953317011 27307846 10_1016_j_compind_2013_03_001 S0166361513000456 |
| Genre | Feature |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 6J9 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAIAV AAIKC AAIKJ AAKOC AALRI AAMNW AAOAW AAQFI AAQXK AARIN AAXUO AAYFN ABBOA ABFNM ABFRF ABJNI ABMAC ABUCO ABXDB ABYKQ ACDAQ ACGFO ACGFS ACGOD ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEFWE AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AI. AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BKOMP BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HAMUX HLZ HVGLF HZ~ H~9 IHE J1W JJJVA KOM LG9 LY7 M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ Q38 R2- RIG RNS ROL RPZ RXW SBC SDF SDG SDP SES SET SEW SPC SPCBC SSB SSD SST SSV SSZ T5K TAE TAF TN5 U5U UNMZH VH1 WH7 WUQ XPP ZMT ~G- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD AFXIZ AGCQF AGRNS BNPGV IQODW SSH 7SC 8FD JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c367t-db63a893592a67a9d6f5fb31da32d19b8b82f8598e6b28234025dc269b0d14583 |
| ISICitedReferencesCount | 57 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000319099200007&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0166-3615 |
| IngestDate | Sun Nov 09 07:58:16 EST 2025 Mon Jul 21 09:16:52 EDT 2025 Sat Nov 29 02:02:20 EST 2025 Tue Nov 18 22:43:38 EST 2025 Fri Feb 23 02:30:17 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 5 |
| Keywords | Text mining Fault diagnosis Ontology Clustering Automotive Textual data Performance evaluation Motor car Keyword Cluster Matrix factorization Text Data mining Annotation Classification World wide web Database Knowledge discovery Anomaly Internet Repair Fault diagnostic |
| Language | English |
| License | CC BY 4.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c367t-db63a893592a67a9d6f5fb31da32d19b8b82f8598e6b28234025dc269b0d14583 |
| Notes | SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 |
| PQID | 1344413120 |
| PQPubID | 45387 |
| PageCount | 16 |
| ParticipantIDs | proquest_journals_1344413120 pascalfrancis_primary_27307846 crossref_citationtrail_10_1016_j_compind_2013_03_001 crossref_primary_10_1016_j_compind_2013_03_001 elsevier_sciencedirect_doi_10_1016_j_compind_2013_03_001 |
| PublicationCentury | 2000 |
| PublicationDate | 2013-06-01 |
| PublicationDateYYYYMMDD | 2013-06-01 |
| PublicationDate_xml | – month: 06 year: 2013 text: 2013-06-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | Kidlington |
| PublicationPlace_xml | – name: Kidlington – name: Amsterdam |
| PublicationTitle | Computers in industry |
| PublicationYear | 2013 |
| Publisher | Elsevier B.V Elsevier Elsevier Sequoia S.A |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier – name: Elsevier Sequoia S.A |
| References | Pakhomov (bib0210) 2002 Zhu, Dai, Fung, Mu (bib0305) 2006 Gruber (bib0105) 1993; 5 Agrawal, Imielinski, Swami (bib0015) 1993 Broy, Kruger, Pretschner, Salzmann (bib0025) 2007; 95 Salton, McGill (bib0245) 1983 Cutting, Kargerm, Pedersen, Turkey (bib0075) 2009 Gaudan, Kirsch, Rebholz-Schuhmann (bib0095) 2005; 21 Zamir, Etziono (bib0295) 1998 Kiss, Strunk (bib0145) 2006; 32 Manning, Raghavan, Schütze (bib0185) 2008 Yu, Kim, Hatzivassiloglou, Wilbur (bib0270) 2006; 24 Aberdeen, Day, Hirschman, Robinson, Vilain (bib0005) 1995 Lacy (bib0155) 2005 Loh, De Oliveira, Gameiro (bib0175) 2003; 18 Agosti, Ferro (bib0010) 2005 Li, Chung, Holt (bib0160) 2008; 64 Labib (bib0150) 1998; 4 Turney (bib0265) 2001 Chen, Goodman (bib0055) 1996 . Reynar, Ratnaparkhi (bib0240) 1997 Steinbach, Karypis, Kumar (bib0250) 2000 D. Beckett (ed.), RDF/XML Syntax Specification (Revised), W3C Recommendation, 2004. Available at Benedittini, Baines, Lightfoot, Greenough (bib0035) 2009; 223 Spack Jones (bib0135) 1972; 28 Church, Hanks (bib0065) 1990; 16 Feng, Wang, Wang (bib0085) 2001; 40 Zhang, Yoshida, Tang, Wang (bib0300) 2010; 23 Cali (bib0050) 1993 Beil, Ester, Xu (bib0040) 2002 Studer, Benjamins, Fensel (bib0255) 1998; 25 Venkatasubramanian, Rengaswamy, Kavuri (bib0280) 2003; 27 Buddhakulsomsiri, Zakarian (bib0045) 2009; 57 Venkatasubramanian, Rengaswamy, Yin, Kavuri (bib0275) 2003; 27 Joshi, Pedersen, Maclin (bib0140) 2005 Hearst (bib0110) 1999 Janasak, Beshears (bib0130) 2007 Corcho (bib0070) 2006; 1 Huang, Murphey (bib0120) 2006 Gillick (bib0100) 2009 Lund, Burgess (bib0180) 1996; 28 Mukheerje, Chakraborty (bib0195) 2007 Liu, Johnson, Friedman (bib0170) 2002; 9 Williams (bib0290) 2006 Rajpathak, Chougule, Bandyopadhyay (bib0310) 2012; 31 Baird (bib0020) 2000 Marcus, Marcinkiewicz, Santorini (bib0190) 1993; 19 Nicol (bib0200) 1993 Hernández-Reyes, García-Hernández, Carrasco-Ochoa, Martínez-Trinidad (bib0115) 2006; vol. 4139 Hui, Jha (bib0125) 2000; 38 Palmer, Hearst (bib0205) 1997; 23 Rigau, Rodriguez, Turmo (bib0215) 1995 Sureka, De, Varma (bib0260) 2009; vol. 4947 Chougule, Chakrabarty (bib0060) 2009 Rajpathak, Motta, Zdrahal, Roy (bib0220) 2006; 18 Rajpathak, Chougule (bib0225) 2011; 24 Rajpathak, Siva Subramania, Bandyopadhyay (bib0315) 2012; 25 Venkatasubramanian, Rengaswamy, Yin, Kavuri (bib0285) 2003; 27 Davi, Haughton, Nasr, Shah, Skaletsky, Spack (bib0080) 2005; 59 Fensel, Straatman (bib0090) 1998; 48 Liu, Lussier, Friedman (bib0165) 2001; 34 Agrawal (10.1016/j.compind.2013.03.001_bib0015) 1993 Turney (10.1016/j.compind.2013.03.001_bib0265) 2001 Kiss (10.1016/j.compind.2013.03.001_bib0145) 2006; 32 Rajpathak (10.1016/j.compind.2013.03.001_bib0225) 2011; 24 Joshi (10.1016/j.compind.2013.03.001_bib0140) 2005 Cali (10.1016/j.compind.2013.03.001_bib0050) 1993 Venkatasubramanian (10.1016/j.compind.2013.03.001_bib0285) 2003; 27 Zhang (10.1016/j.compind.2013.03.001_bib0300) 2010; 23 Marcus (10.1016/j.compind.2013.03.001_bib0190) 1993; 19 Zhu (10.1016/j.compind.2013.03.001_bib0305) 2006 Mukheerje (10.1016/j.compind.2013.03.001_bib0195) 2007 Rajpathak (10.1016/j.compind.2013.03.001_bib0310) 2012; 31 Nicol (10.1016/j.compind.2013.03.001_bib0200) 1993 Sureka (10.1016/j.compind.2013.03.001_bib0260) 2009; vol. 4947 Broy (10.1016/j.compind.2013.03.001_bib0025) 2007; 95 Liu (10.1016/j.compind.2013.03.001_bib0165) 2001; 34 Gaudan (10.1016/j.compind.2013.03.001_bib0095) 2005; 21 Janasak (10.1016/j.compind.2013.03.001_bib0130) 2007 Lacy (10.1016/j.compind.2013.03.001_bib0155) 2005 Chen (10.1016/j.compind.2013.03.001_bib0055) 1996 Rigau (10.1016/j.compind.2013.03.001_bib0215) 1995 Palmer (10.1016/j.compind.2013.03.001_bib0205) 1997; 23 Venkatasubramanian (10.1016/j.compind.2013.03.001_bib0280) 2003; 27 Lund (10.1016/j.compind.2013.03.001_bib0180) 1996; 28 Hernández-Reyes (10.1016/j.compind.2013.03.001_bib0115) 2006; vol. 4139 Agosti (10.1016/j.compind.2013.03.001_bib0010) 2005 Feng (10.1016/j.compind.2013.03.001_bib0085) 2001; 40 Zamir (10.1016/j.compind.2013.03.001_bib0295) 1998 Cutting (10.1016/j.compind.2013.03.001_bib0075) 2009 Hui (10.1016/j.compind.2013.03.001_bib0125) 2000; 38 Aberdeen (10.1016/j.compind.2013.03.001_bib0005) 1995 Li (10.1016/j.compind.2013.03.001_bib0160) 2008; 64 Pakhomov (10.1016/j.compind.2013.03.001_bib0210) 2002 Baird (10.1016/j.compind.2013.03.001_bib0020) 2000 Chougule (10.1016/j.compind.2013.03.001_bib0060) 2009 Rajpathak (10.1016/j.compind.2013.03.001_bib0315) 2012; 25 Labib (10.1016/j.compind.2013.03.001_bib0150) 1998; 4 Loh (10.1016/j.compind.2013.03.001_bib0175) 2003; 18 Steinbach (10.1016/j.compind.2013.03.001_bib0250) 2000 Gruber (10.1016/j.compind.2013.03.001_bib0105) 1993; 5 Studer (10.1016/j.compind.2013.03.001_bib0255) 1998; 25 Huang (10.1016/j.compind.2013.03.001_bib0120) 2006 Williams (10.1016/j.compind.2013.03.001_bib0290) 2006 Liu (10.1016/j.compind.2013.03.001_bib0170) 2002; 9 Spack Jones (10.1016/j.compind.2013.03.001_bib0135) 1972; 28 Salton (10.1016/j.compind.2013.03.001_bib0245) 1983 Buddhakulsomsiri (10.1016/j.compind.2013.03.001_bib0045) 2009; 57 Corcho (10.1016/j.compind.2013.03.001_bib0070) 2006; 1 Church (10.1016/j.compind.2013.03.001_bib0065) 1990; 16 Fensel (10.1016/j.compind.2013.03.001_bib0090) 1998; 48 Rajpathak (10.1016/j.compind.2013.03.001_bib0220) 2006; 18 Benedittini (10.1016/j.compind.2013.03.001_bib0035) 2009; 223 Hearst (10.1016/j.compind.2013.03.001_bib0110) 1999 Beil (10.1016/j.compind.2013.03.001_bib0040) 2002 Venkatasubramanian (10.1016/j.compind.2013.03.001_bib0275) 2003; 27 Reynar (10.1016/j.compind.2013.03.001_bib0240) 1997 Yu (10.1016/j.compind.2013.03.001_bib0270) 2006; 24 Gillick (10.1016/j.compind.2013.03.001_bib0100) 2009 Manning (10.1016/j.compind.2013.03.001_bib0185) 2008 Davi (10.1016/j.compind.2013.03.001_bib0080) 2005; 59 10.1016/j.compind.2013.03.001_bib0030 |
| References_xml | – start-page: 155 year: 2005 end-page: 170 ident: bib0010 article-title: Annotations as context for searching documents publication-title: Proceedings of the 5th International Conference on Conceptions of Library and Information Science – Context: Nature, Impact and Role, vol. 3507 – year: 1993 ident: bib0200 article-title: Flex – The Lexical Scanner Generator – volume: 34 start-page: 249 year: 2001 end-page: 261 ident: bib0165 article-title: Disambiguating ambiguous biomedical terms in biomedical narrative text: an unsupervised method publication-title: Journal of Biomedical Informatics – volume: vol. 4947 start-page: 621 year: 2009 end-page: 626 ident: bib0260 article-title: Mining automotive warranty claims data for effective root-cause analysis publication-title: Database Systems for Advanced Applications – reference: D. Beckett (ed.), RDF/XML Syntax Specification (Revised), W3C Recommendation, 2004. Available at: – start-page: 141 year: 1995 end-page: 155 ident: bib0005 article-title: MITRE: description of the Alembic system used for MUC-6 publication-title: Proceedings of the 6th Conference on Message Understanding, Association for Computational Linguistics – start-page: 160 year: 2002 end-page: 167 ident: bib0210 article-title: Semi-supervised maximum entropy based approach to acronym and abbreviation normalization in medical texts publication-title: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics – volume: 18 start-page: 815 year: 2006 end-page: 828 ident: bib0220 article-title: A generic library of problem solving methods for scheduling applications publication-title: IEEE Transactions on Knowledge and Data Engineering – volume: 27 start-page: 327 year: 2003 end-page: 346 ident: bib0285 article-title: A review of process fault detection and diagnosis Part III: process History based methods publication-title: Computers and Chemical Engineering – volume: 1 start-page: 47 year: 2006 end-page: 57 ident: bib0070 article-title: Ontology based document annotation: trends and open research problems publication-title: International Journal of Metadata, Semantics and Ontologies – volume: 59 start-page: 89 year: 2005 end-page: 103 ident: bib0080 article-title: A review of two text-mining packages: SAS TextMining and WordStat (Product/Service Evaluation) publication-title: The American Statistician – start-page: 1309 year: 2006 end-page: 1317 ident: bib0120 article-title: Text mining with application to engineering diagnostics publication-title: Proceedings of IEA/AIE’2006, vol. 4031 – year: 2005 ident: bib0140 article-title: A comparative study of support vector machines applied to the word sense disambiguation problem for the medical domain publication-title: Proceedings of the 2nd Indian International Conference on Artificial Intelligence (IICAI-05) – volume: 64 start-page: 381 year: 2008 end-page: 404 ident: bib0160 article-title: Text document clustering based on frequent word meaning sequences publication-title: Data & Knowledge Engineering – volume: 25 start-page: 774 year: 2012 end-page: 789 ident: bib0315 article-title: Ontology-driven data collection and validation framework for the diagnosis of vehicle health management publication-title: International Journal of Computer Integrated Manufacturing – volume: 223 start-page: 157 year: 2009 end-page: 170 ident: bib0035 article-title: State-of-the-art in integrated vehicle health management publication-title: Journal of Aerospace Engineering – volume: 19 start-page: 313 year: 1993 end-page: 330 ident: bib0190 article-title: Building a large annotated corpus of English: the penn Treebank publication-title: Computational Linguistics – year: 2008 ident: bib0185 article-title: Introduction to Information Retrieval – volume: 28 start-page: 11 year: 1972 end-page: 21 ident: bib0135 article-title: A statistical interpretation of term specificity and its application in retrieval publication-title: Journal of Documentation – volume: 27 start-page: 293 year: 2003 end-page: 311 ident: bib0275 article-title: A review of process fault detection and diagnosis Part I: quantitative model-based methods publication-title: Computers and Chemical Engineering – volume: 5 start-page: 199 year: 1993 end-page: 220 ident: bib0105 article-title: A translation approach to portable ontology specifications publication-title: Knowledge Acquisition – year: 1983 ident: bib0245 article-title: Introduction to Modern Information Retrieval – volume: 21 start-page: 3658 year: 2005 end-page: 3664 ident: bib0095 article-title: Resolving abbreviations to their senses in medicine publication-title: Bioinformatics – volume: 48 start-page: 181 year: 1998 end-page: 215 ident: bib0090 article-title: The essence of problem-solving methods: making assumptions to gain efficiency publication-title: International Journal of Human–Computer Studies – volume: 27 start-page: 313 year: 2003 end-page: 326 ident: bib0280 article-title: A review of process fault detection and diagnosis Part II: qualitative models and search strategies publication-title: Computers and Chemical Engineering – volume: 38 start-page: 1 year: 2000 end-page: 13 ident: bib0125 article-title: Data mining for customer service report publication-title: Information & Management – volume: 28 start-page: 203 year: 1996 end-page: 208 ident: bib0180 article-title: Producing high-dimensional semantic spaces using lexical co-occurrence publication-title: Behavior Research Methods, Instruments, & Computers – start-page: 318 year: 1996 ident: bib0055 article-title: An empirical study of smoothing techniques for language modeling publication-title: Proceedings of the 34th annual meeting on Association for Computational Linguistics, vol. 310 – year: 1997 ident: bib0240 article-title: A maximum entropy approach to identifying sentence boundaries publication-title: Proceedings of the Fifth Conference on Applied Natural Language Processing (ANLP) – volume: 4 start-page: 66 year: 1998 end-page: 75 ident: bib0150 article-title: World-class maintenance using a computerized maintenance management system publication-title: Journal of Quality in Maintenance Engineering – year: 2005 ident: bib0155 article-title: OWL: Representing Information Using the Web Ontology Language – volume: 18 start-page: 357 year: 2003 end-page: 366 ident: bib0175 article-title: Knowledge discovery in text for constructing decision support systems publication-title: Applied Intelligence – volume: 57 start-page: 137 year: 2009 end-page: 147 ident: bib0045 article-title: Sequential pattern mining algorithm for automotive warranty data publication-title: Computers and Industrial Engineering – volume: 24 start-page: 154 year: 2011 end-page: 170 ident: bib0225 article-title: A generic ontology development framework for data integration and decision support in a distributed environment publication-title: International Journal of Computers Integrated Manufacturing – volume: vol. 4139 start-page: 257 year: 2006 end-page: 267 ident: bib0115 article-title: Document clustering based on maximal frequent sequences publication-title: Advances in Natural Language Processing – year: 2000 ident: bib0020 article-title: Robert Bosch Corporation Failure Modes Effects Analysis (FMEA) – volume: 95 start-page: 356 year: 2007 end-page: 373 ident: bib0025 article-title: Engineering automotive software publication-title: Proceedings of the IEEE – volume: 40 start-page: 15 year: 2001 end-page: 33 ident: bib0085 article-title: An optimization model for concurrent selection of tolerance and suppliers publication-title: Computers and Industrial Engineering – year: 2000 ident: bib0250 article-title: A comparison of document clustering techniques publication-title: Proceedings of Text Mining Workshop – start-page: 241 year: 2009 end-page: 244 ident: bib0100 article-title: Sentence boundary detection and problem with U.S. publication-title: Proceedings of the NAACL HLT2009: Association for Computation Linguistics – start-page: 46 year: 1998 end-page: 54 ident: bib0295 article-title: Web document clustering: a feasibility demonstration publication-title: Proceedings of 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval – start-page: 83 year: 2007 end-page: 88 ident: bib0195 publication-title: Automated Fault Tree Generation: Bridging Reliability with Text Mining, Reliability and Maintainability Symposium (RAMS’07) – start-page: 442 year: 2006 end-page: 445 ident: bib0305 article-title: Document clustering method based on frequent co-occurring words publication-title: Proceedings of the 20th Pacific Asia Conference on Language, Informatics, and Computation (PACLIC) – volume: 31 start-page: 405 year: 2012 end-page: 432 ident: bib0310 article-title: A domain specific decision support system for knowledge discovery using association and text mining publication-title: International Journal of Knowledge and Information System – volume: 24 start-page: 380 year: 2006 end-page: 404 ident: bib0270 article-title: A large scale, corpus-based approach for automatically disambiguating biomedical abbreviations publication-title: ACM Transactions on Information Systems – volume: 16 start-page: 22 year: 1990 end-page: 29 ident: bib0065 article-title: Word association norms, mutual information, and lexicography publication-title: Computational Linguistics – volume: 23 start-page: 379 year: 2010 end-page: 388 ident: bib0300 article-title: Text clustering using frequent itemsets publication-title: Knowledge-Based Systems – volume: 32 start-page: 485 year: 2006 end-page: 525 ident: bib0145 article-title: Unsupervised multilingual sentence boundary detection publication-title: Computational Linguistics – year: 1993 ident: bib0015 article-title: Mining associations between sets of items in massive databases publication-title: Proceedings of the ACM-SIGMOD 1993 International Conference on Management of Data – year: 2002 ident: bib0040 article-title: Frequent term-based clustering publication-title: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery in Databases – volume: 23 start-page: 241 year: 1997 end-page: 318 ident: bib0205 article-title: Adaptive multilingual sentence boundary disambiguation publication-title: Computational Linguistics – volume: 25 start-page: 161 year: 1998 end-page: 197 ident: bib0255 article-title: Knowledge engineering: principles and methods publication-title: IEEE Transactions on Knowledge and Data Engineering – start-page: 491 year: 2001 end-page: 502 ident: bib0265 article-title: Mining the Web for synonyms: PMI-IR versus LSA on TOEFL publication-title: Proceedings of the 12th European Conference on Machine Learning (ECML-2001) – year: 1993 ident: bib0050 article-title: TQM for Purchasing Management – year: 1995 ident: bib0215 article-title: Automatically extracting Translation Links using a wide coverage semantic taxonomy publication-title: Proceedings of the 15th International Conference in Artificial Intelligence – year: 2007 ident: bib0130 article-title: Diagnostics to prognostics – a product technology evolution publication-title: Proceedings of the Reliability and Maintainability Symposium (RAMS’07) – reference: . – start-page: 318 year: 2009 end-page: 329 ident: bib0075 article-title: Scatter/Gather: a cluster-based approach to browsing large document collection publication-title: Proceedings of ACM SIGIR – volume: 9 start-page: 621 year: 2002 end-page: 636 ident: bib0170 article-title: Automatic resolution of ambiguous terms based on machine learning and conceptual relations in the UMLS publication-title: Journal of the American Medical Informatics Association – start-page: 3 year: 1999 end-page: 10 ident: bib0110 article-title: Untangling text data mining publication-title: Proceedings of ACL: The 37th Annual Meeting of the Association for Computational Linguistics – year: 2006 ident: bib0290 article-title: Benefits of IVHM: an analytical approach publication-title: Proceedings of the 2006 Aerospace Conference – start-page: 90 year: 2009 end-page: 95 ident: bib0060 article-title: Application of ontology guided search for improved equipment diagnosis in a vehicle assembly plant publication-title: Proceedings of the 5th Annual IEEE Conference on Automation Science and Engineering – volume: 223 start-page: 157 issue: 2 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0035 article-title: State-of-the-art in integrated vehicle health management publication-title: Journal of Aerospace Engineering – volume: 19 start-page: 313 issue: 2 year: 1993 ident: 10.1016/j.compind.2013.03.001_bib0190 article-title: Building a large annotated corpus of English: the penn Treebank publication-title: Computational Linguistics – year: 1997 ident: 10.1016/j.compind.2013.03.001_bib0240 article-title: A maximum entropy approach to identifying sentence boundaries – volume: 25 start-page: 161 issue: 1–2 year: 1998 ident: 10.1016/j.compind.2013.03.001_bib0255 article-title: Knowledge engineering: principles and methods publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1016/S0169-023X(97)00056-6 – year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0290 article-title: Benefits of IVHM: an analytical approach – volume: 27 start-page: 293 year: 2003 ident: 10.1016/j.compind.2013.03.001_bib0275 article-title: A review of process fault detection and diagnosis Part I: quantitative model-based methods publication-title: Computers and Chemical Engineering doi: 10.1016/S0098-1354(02)00160-6 – year: 2005 ident: 10.1016/j.compind.2013.03.001_bib0155 – start-page: 90 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0060 article-title: Application of ontology guided search for improved equipment diagnosis in a vehicle assembly plant – volume: vol. 4947 start-page: 621 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0260 article-title: Mining automotive warranty claims data for effective root-cause analysis – ident: 10.1016/j.compind.2013.03.001_bib0030 – year: 2007 ident: 10.1016/j.compind.2013.03.001_bib0130 article-title: Diagnostics to prognostics – a product technology evolution – volume: 40 start-page: 15 year: 2001 ident: 10.1016/j.compind.2013.03.001_bib0085 article-title: An optimization model for concurrent selection of tolerance and suppliers publication-title: Computers and Industrial Engineering doi: 10.1016/S0360-8352(00)00047-4 – start-page: 318 year: 1996 ident: 10.1016/j.compind.2013.03.001_bib0055 article-title: An empirical study of smoothing techniques for language modeling – start-page: 241 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0100 article-title: Sentence boundary detection and problem with U.S. – start-page: 318 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0075 article-title: Scatter/Gather: a cluster-based approach to browsing large document collection – volume: 57 start-page: 137 issue: 1 year: 2009 ident: 10.1016/j.compind.2013.03.001_bib0045 article-title: Sequential pattern mining algorithm for automotive warranty data publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2008.11.006 – volume: 4 start-page: 66 issue: 1 year: 1998 ident: 10.1016/j.compind.2013.03.001_bib0150 article-title: World-class maintenance using a computerized maintenance management system publication-title: Journal of Quality in Maintenance Engineering doi: 10.1108/13552519810207470 – volume: 34 start-page: 249 year: 2001 ident: 10.1016/j.compind.2013.03.001_bib0165 article-title: Disambiguating ambiguous biomedical terms in biomedical narrative text: an unsupervised method publication-title: Journal of Biomedical Informatics doi: 10.1006/jbin.2001.1023 – start-page: 160 year: 2002 ident: 10.1016/j.compind.2013.03.001_bib0210 article-title: Semi-supervised maximum entropy based approach to acronym and abbreviation normalization in medical texts – year: 1993 ident: 10.1016/j.compind.2013.03.001_bib0050 – year: 1983 ident: 10.1016/j.compind.2013.03.001_bib0245 – start-page: 46 year: 1998 ident: 10.1016/j.compind.2013.03.001_bib0295 article-title: Web document clustering: a feasibility demonstration – volume: 31 start-page: 405 issue: 3 year: 2012 ident: 10.1016/j.compind.2013.03.001_bib0310 article-title: A domain specific decision support system for knowledge discovery using association and text mining publication-title: International Journal of Knowledge and Information System doi: 10.1007/s10115-011-0409-1 – year: 1993 ident: 10.1016/j.compind.2013.03.001_bib0200 – volume: 24 start-page: 380 issue: 3 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0270 article-title: A large scale, corpus-based approach for automatically disambiguating biomedical abbreviations publication-title: ACM Transactions on Information Systems doi: 10.1145/1165774.1165778 – volume: vol. 4139 start-page: 257 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0115 article-title: Document clustering based on maximal frequent sequences – volume: 25 start-page: 774 issue: 9 year: 2012 ident: 10.1016/j.compind.2013.03.001_bib0315 article-title: Ontology-driven data collection and validation framework for the diagnosis of vehicle health management publication-title: International Journal of Computer Integrated Manufacturing doi: 10.1080/0951192X.2012.665187 – year: 2005 ident: 10.1016/j.compind.2013.03.001_bib0140 article-title: A comparative study of support vector machines applied to the word sense disambiguation problem for the medical domain – year: 2008 ident: 10.1016/j.compind.2013.03.001_bib0185 – year: 2002 ident: 10.1016/j.compind.2013.03.001_bib0040 article-title: Frequent term-based clustering – year: 2000 ident: 10.1016/j.compind.2013.03.001_bib0250 article-title: A comparison of document clustering techniques – volume: 28 start-page: 11 issue: 1 year: 1972 ident: 10.1016/j.compind.2013.03.001_bib0135 article-title: A statistical interpretation of term specificity and its application in retrieval publication-title: Journal of Documentation doi: 10.1108/eb026526 – start-page: 83 year: 2007 ident: 10.1016/j.compind.2013.03.001_bib0195 – volume: 27 start-page: 327 year: 2003 ident: 10.1016/j.compind.2013.03.001_bib0285 article-title: A review of process fault detection and diagnosis Part III: process History based methods publication-title: Computers and Chemical Engineering doi: 10.1016/S0098-1354(02)00162-X – volume: 38 start-page: 1 issue: 1 year: 2000 ident: 10.1016/j.compind.2013.03.001_bib0125 article-title: Data mining for customer service report publication-title: Information & Management doi: 10.1016/S0378-7206(00)00051-3 – start-page: 491 year: 2001 ident: 10.1016/j.compind.2013.03.001_bib0265 article-title: Mining the Web for synonyms: PMI-IR versus LSA on TOEFL – volume: 9 start-page: 621 issue: 6 year: 2002 ident: 10.1016/j.compind.2013.03.001_bib0170 article-title: Automatic resolution of ambiguous terms based on machine learning and conceptual relations in the UMLS publication-title: Journal of the American Medical Informatics Association doi: 10.1197/jamia.M1101 – volume: 18 start-page: 815 issue: 6 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0220 article-title: A generic library of problem solving methods for scheduling applications publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/TKDE.2006.85 – volume: 21 start-page: 3658 issue: 18 year: 2005 ident: 10.1016/j.compind.2013.03.001_bib0095 article-title: Resolving abbreviations to their senses in medicine publication-title: Bioinformatics doi: 10.1093/bioinformatics/bti586 – volume: 5 start-page: 199 issue: 2 year: 1993 ident: 10.1016/j.compind.2013.03.001_bib0105 article-title: A translation approach to portable ontology specifications publication-title: Knowledge Acquisition doi: 10.1006/knac.1993.1008 – volume: 28 start-page: 203 issue: 2 year: 1996 ident: 10.1016/j.compind.2013.03.001_bib0180 article-title: Producing high-dimensional semantic spaces using lexical co-occurrence publication-title: Behavior Research Methods, Instruments, & Computers doi: 10.3758/BF03204766 – volume: 16 start-page: 22 issue: 1 year: 1990 ident: 10.1016/j.compind.2013.03.001_bib0065 article-title: Word association norms, mutual information, and lexicography publication-title: Computational Linguistics – volume: 1 start-page: 47 issue: 1 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0070 article-title: Ontology based document annotation: trends and open research problems publication-title: International Journal of Metadata, Semantics and Ontologies doi: 10.1504/IJMSO.2006.008769 – volume: 24 start-page: 154 issue: 2 year: 2011 ident: 10.1016/j.compind.2013.03.001_bib0225 article-title: A generic ontology development framework for data integration and decision support in a distributed environment publication-title: International Journal of Computers Integrated Manufacturing doi: 10.1080/0951192X.2010.531291 – start-page: 3 year: 1999 ident: 10.1016/j.compind.2013.03.001_bib0110 article-title: Untangling text data mining – year: 1995 ident: 10.1016/j.compind.2013.03.001_bib0215 article-title: Automatically extracting Translation Links using a wide coverage semantic taxonomy – volume: 18 start-page: 357 year: 2003 ident: 10.1016/j.compind.2013.03.001_bib0175 article-title: Knowledge discovery in text for constructing decision support systems publication-title: Applied Intelligence doi: 10.1023/A:1023258306854 – start-page: 141 year: 1995 ident: 10.1016/j.compind.2013.03.001_bib0005 article-title: MITRE: description of the Alembic system used for MUC-6 – year: 2000 ident: 10.1016/j.compind.2013.03.001_bib0020 – volume: 32 start-page: 485 issue: 4 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0145 article-title: Unsupervised multilingual sentence boundary detection publication-title: Computational Linguistics doi: 10.1162/coli.2006.32.4.485 – start-page: 155 year: 2005 ident: 10.1016/j.compind.2013.03.001_bib0010 article-title: Annotations as context for searching documents – year: 1993 ident: 10.1016/j.compind.2013.03.001_bib0015 article-title: Mining associations between sets of items in massive databases – start-page: 442 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0305 article-title: Document clustering method based on frequent co-occurring words – volume: 48 start-page: 181 year: 1998 ident: 10.1016/j.compind.2013.03.001_bib0090 article-title: The essence of problem-solving methods: making assumptions to gain efficiency publication-title: International Journal of Human–Computer Studies doi: 10.1006/ijhc.1997.0168 – volume: 95 start-page: 356 issue: 2 year: 2007 ident: 10.1016/j.compind.2013.03.001_bib0025 article-title: Engineering automotive software publication-title: Proceedings of the IEEE doi: 10.1109/JPROC.2006.888386 – volume: 59 start-page: 89 issue: 1 year: 2005 ident: 10.1016/j.compind.2013.03.001_bib0080 article-title: A review of two text-mining packages: SAS TextMining and WordStat (Product/Service Evaluation) publication-title: The American Statistician doi: 10.1198/000313005X22987 – volume: 64 start-page: 381 issue: 1 year: 2008 ident: 10.1016/j.compind.2013.03.001_bib0160 article-title: Text document clustering based on frequent word meaning sequences publication-title: Data & Knowledge Engineering doi: 10.1016/j.datak.2007.08.001 – volume: 23 start-page: 379 issue: 5 year: 2010 ident: 10.1016/j.compind.2013.03.001_bib0300 article-title: Text clustering using frequent itemsets publication-title: Knowledge-Based Systems doi: 10.1016/j.knosys.2010.01.011 – volume: 27 start-page: 313 year: 2003 ident: 10.1016/j.compind.2013.03.001_bib0280 article-title: A review of process fault detection and diagnosis Part II: qualitative models and search strategies publication-title: Computers and Chemical Engineering doi: 10.1016/S0098-1354(02)00161-8 – start-page: 1309 year: 2006 ident: 10.1016/j.compind.2013.03.001_bib0120 article-title: Text mining with application to engineering diagnostics – volume: 23 start-page: 241 issue: 2 year: 1997 ident: 10.1016/j.compind.2013.03.001_bib0205 article-title: Adaptive multilingual sentence boundary disambiguation publication-title: Computational Linguistics |
| SSID | ssj0000776 |
| Score | 2.2777784 |
| Snippet | •An ontology based text mining system is proposed to handle millions of unstructured repair verbatim in automotive industry.•Three novel components are... In automotive domain, overwhelming volume of textual data is recorded in the form of repair verbatim collected during the fault diagnosis (FD) process. Here,... |
| SourceID | proquest pascalfrancis crossref elsevier |
| SourceType | Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 565 |
| SubjectTerms | Algorithms Applied sciences Artificial intelligence Automobile industry Automotive Clustering Computer science; control theory; systems Data mining Data processing. List processing. Character string processing Exact sciences and technology Fault diagnosis Information systems. Data bases Knowledge discovery Mechanical engineering. Machine design Memory organisation. Data processing Ontology Software Speech and sound recognition and synthesis. Linguistics Studies Text mining |
| Title | An ontology based text mining system for knowledge discovery from the diagnosis data in the automotive domain |
| URI | https://dx.doi.org/10.1016/j.compind.2013.03.001 https://www.proquest.com/docview/1344413120 |
| Volume | 64 |
| WOSCitedRecordID | wos000319099200007&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-6194 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000776 issn: 0166-3615 databaseCode: AIEXJ dateStart: 19950301 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwELeg4wGE-BggCmPyA29VILFjx36M0NAYaJpQQX2LnDgRnWhWLdm0_fecv5LCQIUHXqLKqpvU98vd-fy7O4ReZxSWHnRARBoNG5SK15HkTEWkrEitFKu0zYX5-ik7PhaLhTzxdNvOthPI2lZcXcn1fxU1jIGwTersP4h7-FEYgM8gdLiC2OH6V4LPwQFse1daydgoPTPkjtnKdoLwlZstuXAIp5lTmspQOa_HbBPtKHjLbmY4pIENqS56y967hC-crZSv2h0KHfgGEZZhu3QtQYaA_ef86CSfH-YfrZJrrxWo2G--sZcPOtgGEJtBh5ANsxmY5Dyi3KVmBs3q6pN7BLENNclcfwhvcZnr5XRDmbu4wqmRxRqe2vDwqKtIm4zWK5zY_2LUBqohuGfgBaX8NtohGZNignbyDweLo9FcZ7YD4fAHxjSvt7-99Z8cmPtr1cFr1bh-KDdMu_VX5o_QA7_RwLkDyGN0q2530UO_6cBepXe76N5GRconaJW3OKAHW_Rggx7s0IMdejCgBw_owQN6sEEPBpzgAT3YoAcvWzs6ogc79DxFX94fzN8dRr4jR1RRnvWRLjlVwiRzE8UzJTVvWFPSRCtKdCJLUQrSCFjlmpewl6cpeNS6IlyWsU7MCf0zNGnP2vo5wqwWacMoy6pEpEpksiYylbFmJE5rkMUUpWGZi8qXqzddU74XgZd4WnjpFEY6RUwNP3OK3gzT1q5ey7YJIsiw8E6ncyYLgOG2qfs_yXy4YcDcFO0FEBReQ3RFQlPYgtCExC-2zX-J7o4v3x6a9OcX9St0p7rsl935vgfyD-kJudY |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+ontology+based+text+mining+system+for+knowledge+discovery+from+the+diagnosis+data+in+the+automotive+domain&rft.jtitle=Computers+in+industry&rft.au=RAJPATHAK%2C+Dnyanesh+G&rft.date=2013-06-01&rft.pub=Elsevier&rft.issn=0166-3615&rft.volume=64&rft.issue=5&rft.spage=565&rft.epage=580&rft_id=info:doi/10.1016%2Fj.compind.2013.03.001&rft.externalDBID=n%2Fa&rft.externalDocID=27307846 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0166-3615&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0166-3615&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0166-3615&client=summon |