Semantic Web Service matchmakers: state of the art and challenges
SUMMARYWeb services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is to seek an appropriate Web service for a service requester on the basis of the service descriptions in Web service advertisements and the ser...
Uloženo v:
| Vydáno v: | Concurrency and computation Ročník 25; číslo 7; s. 961 - 988 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Blackwell Publishing Ltd
01.05.2013
|
| Témata: | |
| ISSN: | 1532-0626, 1532-0634 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | SUMMARYWeb services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is to seek an appropriate Web service for a service requester on the basis of the service descriptions in Web service advertisements and the service requester's requirements. Nevertheless, the standard language used for encoding service descriptions does not have the capacity to specify the capabilities of a Web service, leading to the problem of ambiguity in the service discovery process. This brings up the vision of Semantic Web Services and Semantic Web Service discovery, which make use of the Semantic Web technologies to enrich the semantics of service descriptions for service discovery. Semantic Web Service matchmakers are the programs or frameworks designed to implement the task of Semantic Web Service discovery and have drawn a significant amount of attention from both academia and industry from the start of this century. In this paper, we conduct a survey of the contemporary Semantic Web Service matchmakers in order to obtain an overview of the state of the art in this research area. We summarize six technical dimensions from the past literature and analyze the typical Semantic Web Service matchmakers mostly developed during the past 4 or 5 years in terms of the six dimensions. By means of this analysis, we gain an understanding of the current research and summarize a series of potential issues to that would provide the foundation for future research in this area.Copyright © 2012 John Wiley & Sons, Ltd. |
|---|---|
| AbstractList | Web services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is to seek an appropriate Web service for a service requester on the basis of the service descriptions in Web service advertisements and the service requester's requirements. Nevertheless, the standard language used for encoding service descriptions does not have the capacity to specify the capabilities of a Web service, leading to the problem of ambiguity in the service discovery process. This brings up the vision of Semantic Web Services and Semantic Web Service discovery, which make use of the Semantic Web technologies to enrich the semantics of service descriptions for service discovery. Semantic Web Service matchmakers are the programs or frameworks designed to implement the task of Semantic Web Service discovery and have drawn a significant amount of attention from both academia and industry from the start of this century. In this paper, we conduct a survey of the contemporary Semantic Web Service matchmakers in order to obtain an overview of the state of the art in this research area. We summarize six technical dimensions from the past literature and analyze the typical Semantic Web Service matchmakers mostly developed during the past 4 or 5 years in terms of the six dimensions. By means of this analysis, we gain an understanding of the current research and summarize a series of potential issues to that would provide the foundation for future research in this area.Copyright © 2012 John Wiley & Sons, Ltd. SUMMARYWeb services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is to seek an appropriate Web service for a service requester on the basis of the service descriptions in Web service advertisements and the service requester's requirements. Nevertheless, the standard language used for encoding service descriptions does not have the capacity to specify the capabilities of a Web service, leading to the problem of ambiguity in the service discovery process. This brings up the vision of Semantic Web Services and Semantic Web Service discovery, which make use of the Semantic Web technologies to enrich the semantics of service descriptions for service discovery. Semantic Web Service matchmakers are the programs or frameworks designed to implement the task of Semantic Web Service discovery and have drawn a significant amount of attention from both academia and industry from the start of this century. In this paper, we conduct a survey of the contemporary Semantic Web Service matchmakers in order to obtain an overview of the state of the art in this research area. We summarize six technical dimensions from the past literature and analyze the typical Semantic Web Service matchmakers mostly developed during the past 4 or 5 years in terms of the six dimensions. By means of this analysis, we gain an understanding of the current research and summarize a series of potential issues to that would provide the foundation for future research in this area.Copyright © 2012 John Wiley & Sons, Ltd. |
| Author | Dong, Hai Hussain, Farookh Khadeer Chang, Elizabeth |
| Author_xml | – sequence: 1 givenname: Hai surname: Dong fullname: Dong, Hai email: Correspondence to: Hai Dong, School of Information Systems, Curtin Business School, Curtin University of Technology, Perth, WA 6845, Australia., hai.dong@cbs.curtin.edu.au organization: School of Information Systems, Curtin Business School, Curtin University of Technology, WA 6845, Perth, Australia – sequence: 2 givenname: Farookh Khadeer surname: Hussain fullname: Hussain, Farookh Khadeer organization: School of Software, Faculty of Engineering and Information Technology, University of Technology, NSW 2007, Sydney, Ultimo, Australia – sequence: 3 givenname: Elizabeth surname: Chang fullname: Chang, Elizabeth organization: School of Information Systems, Curtin Business School, Curtin University of Technology, WA 6845, Perth, Australia |
| BookMark | eNp1kM1KAzEUhYNUsFbBR5ilm6n5mclk3MlQq1hUaKXgJqSZGxs7PyUJandufU2fxJZKQdHVPYvvHC7fIeo0bQMInRDcJxjTM72EPhWC76EuSRmNMWdJZ5cpP0CH3j9jTAhmpIuKMdSqCVZHU5hFY3AvVkNUq6DntVqA8-eRDypA1JoozCFSLkSqKT_fP_RcVRU0T-CP0L5RlYfj79tDD5eDSXEVj-6G18XFKNY0pTw2ZSp0rkuBaYKZ0TgXmTBlwliWE04Nz6nRiQLDDBGlESzBJpsxlXFF9Uxo1kP97a52rfcOjNR2_Zttm-CUrSTBcqNArhXIjYJ14fRXYelsrdzqLzTeoq-2gtW_nCzuBz956wO87XjlFpJnLEvl9HYo-fRmMhRjJh_ZFxtSfHA |
| CitedBy_id | crossref_primary_10_3390_bioengineering10101134 crossref_primary_10_7603_s40601_014_0016_6 crossref_primary_10_1007_s00521_021_06486_6 crossref_primary_10_1002_cpe_3089 crossref_primary_10_1002_cpe_4434 crossref_primary_10_1007_s00170_015_8076_0 crossref_primary_10_1016_j_comnet_2022_109488 crossref_primary_10_1007_s00607_013_0347_8 crossref_primary_10_4018_IJSWIS_2020010101 crossref_primary_10_1109_TSC_2018_2845401 crossref_primary_10_1016_j_engappai_2016_03_009 crossref_primary_10_1016_j_jnca_2014_04_015 crossref_primary_10_1109_TSE_2016_2632115 crossref_primary_10_1007_s11761_015_0184_z crossref_primary_10_1002_cpe_3818 crossref_primary_10_4028_www_scientific_net_AMM_536_537_625 crossref_primary_10_1080_0951192X_2014_972462 crossref_primary_10_1109_TII_2018_2805320 |
| Cites_doi | 10.1109/MIC.2004.1297276 10.1109/SYNASC.2010.71 10.1007/978-3-642-13489-0_3 10.1016/j.eswa.2008.06.083 10.1007/3-540-27301-8_8 10.1109/P2P.2001.990434 10.1016/j.websem.2003.07.002 10.1109/TKDE.2003.1209005 10.1007/978-3-540-30475-3_52 10.1613/jair.514 10.1504/IJMSO.2006.011007 10.1145/1721654.1721672 10.1016/S1567-4223(02)00015-7 10.1109/WI-IATW.2007.26 10.2139/ssrn.3199420 10.1145/1294148.1294150 10.1145/1097047.1097057 10.1109/TKDE.2009.89 10.1145/988672.988747 10.1023/A:1014897210525 10.1109/TKDE.2008.139 10.1007/978-3-540-72667-8_8 10.1016/j.websem.2010.05.002 10.1145/1141277.1141675 10.5772/5884 10.1007/3-540-63494-0_57 10.1007/978-3-7643-8575-0_4 10.1109/MIC.2007.134 10.1080/088395199117504 10.5220/0002809200700077 10.1016/j.websem.2008.10.001 10.1016/j.ijar.2008.01.005 10.1017/S1471068407003249 10.1109/TIE.2010.2050754 10.1007/978-3-7643-8864-5_4 10.1504/IJWGS.2005.008393 10.1007/978-3-540-88564-1_37 10.1016/j.websem.2003.11.001 10.1002/9780470612200.ch12 10.1007/3-540-45681-3_29 10.4018/978-1-59904-045-5.ch012 10.1109/WI-IATW.2007.87 10.1007/s11280-007-0040-y 10.1109/ECOWS.2008.12 10.1142/S0218843005001213 10.1007/978-3-642-02121-3_41 10.1109/MIS.2003.1179199 10.3233/APO-2005-000008 10.1109/TKDE.2009.35 10.1016/j.jcss.2010.02.009 10.1016/j.websem.2011.08.001 10.1016/j.websem.2008.01.001 |
| ContentType | Journal Article |
| Copyright | Copyright © 2012 John Wiley & Sons, Ltd. |
| Copyright_xml | – notice: Copyright © 2012 John Wiley & Sons, Ltd. |
| DBID | BSCLL AAYXX CITATION |
| DOI | 10.1002/cpe.2886 |
| DatabaseName | Istex CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1532-0634 |
| EndPage | 988 |
| ExternalDocumentID | 10_1002_cpe_2886 CPE2886 ark_67375_WNG_6WKTG8S3_Z |
| Genre | article |
| GroupedDBID | .3N .DC .GA .Y3 05W 0R~ 10A 1L6 1OC 31~ 33P 3SF 3WU 4.4 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 5GY 5VS 66C 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 930 A03 AAESR AAEVG AAHQN AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABEML ABIJN ACAHQ ACBWZ ACCZN ACPOU ACRPL ACSCC ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADMLS ADNMO ADOZA ADXAS ADZMN AEIGN AEIMD AEUYR AEYWJ AFBPY AFFPM AFGKR AFWVQ AFZJQ AGHNM AGQPQ AGYGG AHBTC AITYG AIURR AJXKR ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN BAFTC BDRZF BFHJK BHBCM BMNLL BROTX BRXPI BSCLL BY8 CS3 D-E D-F DCZOG DPXWK DR2 DRFUL DRSTM EBS EJD F00 F01 F04 F5P FEDTE G-S G.N GNP GODZA HF~ HGLYW HHY HVGLF HZ~ IX1 JPC KQQ LATKE LAW LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A O66 O9- OIG P2W P2X P4D PQQKQ Q.N Q11 QB0 QRW R.K ROL RX1 SUPJJ TN5 UB1 V2E W8V W99 WBKPD WIH WIK WOHZO WQJ WXSBR WYISQ WZISG XG1 XV2 ~IA ~WT AAHHS ACCFJ ADZOD AEEZP AEQDE AEUQT AFPWT AIWBW AJBDE RWI WRC AAYXX CITATION O8X |
| ID | FETCH-LOGICAL-c2526-fd58c9cd802403fc09878fd43379162f692fc4aef3f18df8340f7b3a76a2cb8c3 |
| IEDL.DBID | DRFUL |
| ISSN | 1532-0626 |
| IngestDate | Sat Nov 29 08:03:52 EST 2025 Tue Nov 18 22:28:47 EST 2025 Wed Jan 22 16:27:51 EST 2025 Tue Nov 11 03:28:18 EST 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 7 |
| Language | English |
| License | http://onlinelibrary.wiley.com/termsAndConditions#vor |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2526-fd58c9cd802403fc09878fd43379162f692fc4aef3f18df8340f7b3a76a2cb8c3 |
| Notes | ark:/67375/WNG-6WKTG8S3-Z ArticleID:CPE2886 istex:5BDE61658017358B9D757A3C3E7156B85C9B4D7D |
| OpenAccessLink | http://hdl.handle.net/10072/423827 |
| PageCount | 28 |
| ParticipantIDs | crossref_citationtrail_10_1002_cpe_2886 crossref_primary_10_1002_cpe_2886 wiley_primary_10_1002_cpe_2886_CPE2886 istex_primary_ark_67375_WNG_6WKTG8S3_Z |
| PublicationCentury | 2000 |
| PublicationDate | May 2013 |
| PublicationDateYYYYMMDD | 2013-05-01 |
| PublicationDate_xml | – month: 05 year: 2013 text: May 2013 |
| PublicationDecade | 2010 |
| PublicationTitle | Concurrency and computation |
| PublicationTitleAlternate | Concurrency Computat.: Pract. Exper |
| PublicationYear | 2013 |
| Publisher | Blackwell Publishing Ltd |
| Publisher_xml | – name: Blackwell Publishing Ltd |
| References | Kantere V, Skiadopoulos S, Sellis T. Storing and indexing spatial data in P2P systems. IEEE Transactions on Knowledge and Data Engineering 2009; 21(2):287-300. Kopecky J, Vitvar T, Bournez C, Farrell J. SAWSDL: semantic annotations for WSDL and XML schema. IEEE Internet Computing 2007; 11(6):60-67. Sycara K, Paolucci M, Soudry J, Naveen S. Dynamic discovery and coordination of agent-based Semantic Web services. IEEE Internet Computing 2004; 8(3):66-73. Li Y, Bandar ZA, McLean D. An approach for measuring semantic similarity between words using multiple information sources. IEEE Transactions on Knowledge and Data Engineering 2003; 15(4):871-882. Fenza G, Loia V, Senatore S. A hybrid approach to Semantic Web services matchmaking. International Journal of Approximate Reasoning 2008; 48(3):808-828. Martin D, Cheyer A, Moran D. The open agent architecture: a framework for building distributed software systems. Applied Artificial Intelligence 1999; 13(1-2):92-128. Toch E, Gal A, Reinhartz-Berger I, Dori D. A semantic approach to approximate service retrieval. ACM Transactions on Internet Technology 2007; 8(1):1-30. Wei D, Wang T, Wang J, Bernstein A. SAWSDL-iMatcher: a customizable and effective Semantic Web service matchmaker. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2011; 9(4):402-417. DOI: 10.1016/j.websem.2011.08.001. Bianchini D, Antonellis VD, Melchiori M. Flexible semantic-based service matchmaking and discovery. World Wide Web 2008; 11(2):227-251. Fensel D, Bussler C. The Web Service Modeling Framework WSMF. Electronic Commerce Research and Applications 2002; 1(2):113-137. Garofalakis J, Panagis Y, Sakkopoulos E, Tsakalidis A. Contemporary Web service discovery mechanisms. Journal of Web Engineering 2006; 5(3):265-290. McIlraith S, Martin D. Bringing semantics to Web services. IEEE Intelligent Systems 2003; 18(1):90-93. Dong H, Hussain FK, Chang E. A framework for discovering and classifying ubiquitous services in digital health ecosystems. Journal of Computer and System Sciences 2011; 77(4):687-704. Sbodio ML, Martin D, Moulin C. Discovering Semantic Web services using SPARQL and intelligent agents. Journal ofWeb Semantics: Science, Services and Agents on the World Wide Web 2010; 8(4):310-328. Stroulia E, Wang Y. Structural and semantic matching for assessing Web-service similarity. International Journal of Cooperative Information Systems 2005; 14(4):407-437. Burkhardt M, Lutzenberger M, Masuch N. Towards toolipse 2: tool support for the next generation agent framework. Computing and Information Systems Journal 2009; 13(3):21-28. Samuel K, Obrst L, Stoutenberg S, Fox K, Franklin P, Johnson A, Laskey K, Nichols D, Lopez S, Peterson J. Translating OWL and Semantic Web rules into prolog: moving toward description logic programs. Theory and Practice of Logic Programming 2008; 8(3):301-322. Sriharee N, Senivongse T. Matchmaking and ranking of Semantic Web services using integrated service profile. International Journal of Metadata, Semantics and Ontologies 2006; 1(2):110-118. Sycara K, Paolucci M, Ankolekar A, Srinivasan N. Automated discovery, interaction and composition of Semantic Web services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2003; 1(1):27-46. Plebani P, Pernici B. URBE: Web service retrieval based on similarity evaluation. IEEE Transactions on Knowledge and Data Engineering 2009; 21(11):1629-1642. Christophides V, Karvounarakis G, Plexousakis D, Scholl M, Tourtounis S. Optimizing taxonomic Semantic Web queries using labeling schemes. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2004; 1(2):207-228. Domingue J, Cabral L, Galizia S, Tanasescu V, Gugliotta A, Norton B, Pedrinaci C. IRS-III: a broker-based approach to Semantic Web services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2008; 6(2):109-132. Klusch M, Fries B, Sycara K. OWLS-MX: a hybrid Semantic Web service matchmaker for OWL-S services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2009; 7(2):121-133. Dong H, Hussain FK. Focused crawling for automatic service discovery, annotation, and classification in industrial digital ecosystems. IEEE Transactions on Industrial Electronics 2011; 58(6):2106-2116. Roman D, Keller U, Lausen H, Bruijn Jd, Lara R, Stollberg M, Polleres A, Feier C, Bussler C, Fensel D. Web Service Modeling Ontology. Applied Ontology 2005; 1(1):77-106. Resnik P. Semantic similarity in a taxonomy: an information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 1999; 11:95-130. Klein M, Konig-Ries B, Mussig M. What is needed for semantic service descriptions-a proposal for suitable language constructs. International Journal on Web and Grid Services 2005; 1(3/4):328-364. Armbrust M, Fox A, Griffith R, Joseph AD, Katz R, Konwinski A, Lee G, Patterson D, Rabkin A, Stoica I, Zaharia M. A view of cloud computing. Communications of the ACM 2010; 53(4):50-58. Meditskos G, Bassiliades N. Structural and role-oriented Web service discovery with taxonomies in OWL-S. IEEE Transactions on Knowledge and Data Engineering 2010; 22(2):278-290. Sycara K, Widoff S, Klusch M, Lu J. LARKS: dynamic matchmaking among heterogeneous software agents in cyberspace. Autonomous Agents and Multi-Agent Systems 2002; 5(2):173-203. Zhang Y, Qu Y, Huang H, Yang D, Zhang H. An ontology and peer-to-peer based data and service unified discovery system. Expert Systems with Applications 2009; 36(3, Part 1):5436-5444. 2010; 53 2009; 21 2010 2004; 8 2002; 5 2002; 1 2009 1998 1997 2008 2006; 5 2007 2003; 15 1996 2011; 77 2008; 8 2006 2005 2003; 18 2004 2008; 6 2008; 11 2006; 1 2002 2004; 1 2011; 58 2008; 2 2007; 11 1999 2011; 9 2010; 22 2009; 36 2009; 13 2010; 6089 2001 1999; 13 2007; 8 2008; 48 1999; 11 2005; 1 2009; 7 2003; 1 2009; 5554 2005; 14 1988 2010; 8 e_1_2_8_28_1 e_1_2_8_26_1 e_1_2_8_49_1 e_1_2_8_68_1 Ankolekar A (e_1_2_8_10_1) 2001 e_1_2_8_3_1 e_1_2_8_5_1 e_1_2_8_7_1 Guttman A (e_1_2_8_47_1) 1988 e_1_2_8_9_1 Roman D (e_1_2_8_16_1) 2005; 1 e_1_2_8_20_1 e_1_2_8_43_1 e_1_2_8_66_1 e_1_2_8_22_1 e_1_2_8_45_1 e_1_2_8_64_1 e_1_2_8_62_1 e_1_2_8_41_1 e_1_2_8_60_1 e_1_2_8_17_1 Burkhardt M (e_1_2_8_52_1) 2009; 13 e_1_2_8_19_1 e_1_2_8_13_1 e_1_2_8_36_1 e_1_2_8_59_1 e_1_2_8_15_1 e_1_2_8_38_1 e_1_2_8_57_1 e_1_2_8_70_1 e_1_2_8_32_1 e_1_2_8_55_1 e_1_2_8_78_1 e_1_2_8_11_1 e_1_2_8_34_1 e_1_2_8_53_1 e_1_2_8_76_1 e_1_2_8_51_1 e_1_2_8_74_1 e_1_2_8_30_1 e_1_2_8_72_1 e_1_2_8_29_1 e_1_2_8_25_1 e_1_2_8_46_1 e_1_2_8_27_1 e_1_2_8_48_1 e_1_2_8_69_1 e_1_2_8_2_1 e_1_2_8_80_1 e_1_2_8_4_1 e_1_2_8_6_1 e_1_2_8_8_1 e_1_2_8_21_1 e_1_2_8_42_1 e_1_2_8_67_1 e_1_2_8_23_1 e_1_2_8_44_1 e_1_2_8_65_1 e_1_2_8_63_1 e_1_2_8_40_1 e_1_2_8_61_1 e_1_2_8_18_1 e_1_2_8_39_1 e_1_2_8_14_1 e_1_2_8_35_1 e_1_2_8_37_1 e_1_2_8_58_1 e_1_2_8_79_1 Garofalakis J (e_1_2_8_24_1) 2006; 5 e_1_2_8_31_1 e_1_2_8_56_1 e_1_2_8_77_1 e_1_2_8_12_1 e_1_2_8_33_1 e_1_2_8_54_1 e_1_2_8_75_1 e_1_2_8_73_1 e_1_2_8_50_1 e_1_2_8_71_1 |
| References_xml | – reference: Dong H, Hussain FK, Chang E. A framework for discovering and classifying ubiquitous services in digital health ecosystems. Journal of Computer and System Sciences 2011; 77(4):687-704. – reference: Christophides V, Karvounarakis G, Plexousakis D, Scholl M, Tourtounis S. Optimizing taxonomic Semantic Web queries using labeling schemes. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2004; 1(2):207-228. – reference: Samuel K, Obrst L, Stoutenberg S, Fox K, Franklin P, Johnson A, Laskey K, Nichols D, Lopez S, Peterson J. Translating OWL and Semantic Web rules into prolog: moving toward description logic programs. Theory and Practice of Logic Programming 2008; 8(3):301-322. – reference: McIlraith S, Martin D. Bringing semantics to Web services. IEEE Intelligent Systems 2003; 18(1):90-93. – reference: Roman D, Keller U, Lausen H, Bruijn Jd, Lara R, Stollberg M, Polleres A, Feier C, Bussler C, Fensel D. Web Service Modeling Ontology. Applied Ontology 2005; 1(1):77-106. – reference: Fenza G, Loia V, Senatore S. A hybrid approach to Semantic Web services matchmaking. International Journal of Approximate Reasoning 2008; 48(3):808-828. – reference: Sycara K, Widoff S, Klusch M, Lu J. LARKS: dynamic matchmaking among heterogeneous software agents in cyberspace. Autonomous Agents and Multi-Agent Systems 2002; 5(2):173-203. – reference: Martin D, Cheyer A, Moran D. The open agent architecture: a framework for building distributed software systems. Applied Artificial Intelligence 1999; 13(1-2):92-128. – reference: Sriharee N, Senivongse T. Matchmaking and ranking of Semantic Web services using integrated service profile. International Journal of Metadata, Semantics and Ontologies 2006; 1(2):110-118. – reference: Resnik P. Semantic similarity in a taxonomy: an information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 1999; 11:95-130. – reference: Burkhardt M, Lutzenberger M, Masuch N. Towards toolipse 2: tool support for the next generation agent framework. Computing and Information Systems Journal 2009; 13(3):21-28. – reference: Zhang Y, Qu Y, Huang H, Yang D, Zhang H. An ontology and peer-to-peer based data and service unified discovery system. Expert Systems with Applications 2009; 36(3, Part 1):5436-5444. – reference: Li Y, Bandar ZA, McLean D. An approach for measuring semantic similarity between words using multiple information sources. IEEE Transactions on Knowledge and Data Engineering 2003; 15(4):871-882. – reference: Sbodio ML, Martin D, Moulin C. Discovering Semantic Web services using SPARQL and intelligent agents. Journal ofWeb Semantics: Science, Services and Agents on the World Wide Web 2010; 8(4):310-328. – reference: Bianchini D, Antonellis VD, Melchiori M. Flexible semantic-based service matchmaking and discovery. World Wide Web 2008; 11(2):227-251. – reference: Fensel D, Bussler C. The Web Service Modeling Framework WSMF. Electronic Commerce Research and Applications 2002; 1(2):113-137. – reference: Sycara K, Paolucci M, Soudry J, Naveen S. Dynamic discovery and coordination of agent-based Semantic Web services. IEEE Internet Computing 2004; 8(3):66-73. – reference: Domingue J, Cabral L, Galizia S, Tanasescu V, Gugliotta A, Norton B, Pedrinaci C. IRS-III: a broker-based approach to Semantic Web services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2008; 6(2):109-132. – reference: Wei D, Wang T, Wang J, Bernstein A. SAWSDL-iMatcher: a customizable and effective Semantic Web service matchmaker. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2011; 9(4):402-417. DOI: 10.1016/j.websem.2011.08.001. – reference: Dong H, Hussain FK. Focused crawling for automatic service discovery, annotation, and classification in industrial digital ecosystems. IEEE Transactions on Industrial Electronics 2011; 58(6):2106-2116. – reference: Sycara K, Paolucci M, Ankolekar A, Srinivasan N. Automated discovery, interaction and composition of Semantic Web services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2003; 1(1):27-46. – reference: Kopecky J, Vitvar T, Bournez C, Farrell J. SAWSDL: semantic annotations for WSDL and XML schema. IEEE Internet Computing 2007; 11(6):60-67. – reference: Kantere V, Skiadopoulos S, Sellis T. Storing and indexing spatial data in P2P systems. IEEE Transactions on Knowledge and Data Engineering 2009; 21(2):287-300. – reference: Garofalakis J, Panagis Y, Sakkopoulos E, Tsakalidis A. Contemporary Web service discovery mechanisms. Journal of Web Engineering 2006; 5(3):265-290. – reference: Klusch M, Fries B, Sycara K. OWLS-MX: a hybrid Semantic Web service matchmaker for OWL-S services. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 2009; 7(2):121-133. – reference: Meditskos G, Bassiliades N. Structural and role-oriented Web service discovery with taxonomies in OWL-S. IEEE Transactions on Knowledge and Data Engineering 2010; 22(2):278-290. – reference: Toch E, Gal A, Reinhartz-Berger I, Dori D. A semantic approach to approximate service retrieval. ACM Transactions on Internet Technology 2007; 8(1):1-30. – reference: Plebani P, Pernici B. URBE: Web service retrieval based on similarity evaluation. IEEE Transactions on Knowledge and Data Engineering 2009; 21(11):1629-1642. – reference: Armbrust M, Fox A, Griffith R, Joseph AD, Katz R, Konwinski A, Lee G, Patterson D, Rabkin A, Stoica I, Zaharia M. A view of cloud computing. Communications of the ACM 2010; 53(4):50-58. – reference: Stroulia E, Wang Y. Structural and semantic matching for assessing Web-service similarity. International Journal of Cooperative Information Systems 2005; 14(4):407-437. – reference: Klein M, Konig-Ries B, Mussig M. What is needed for semantic service descriptions-a proposal for suitable language constructs. International Journal on Web and Grid Services 2005; 1(3/4):328-364. – volume: 5 start-page: 173 issue: 2 year: 2002 end-page: 203 article-title: LARKS: dynamic matchmaking among heterogeneous software agents in cyberspace publication-title: Autonomous Agents and Multi‐Agent Systems – start-page: 281 year: 2007 end-page: 316 – start-page: 21 year: 2008 end-page: 30 – volume: 1 start-page: 77 issue: 1 year: 2005 end-page: 106 article-title: Web Service Modeling Ontology publication-title: Applied Ontology – start-page: 91 year: 2005 end-page: 102 – volume: 11 start-page: 95 year: 1999 end-page: 130 article-title: Semantic similarity in a taxonomy: an information‐based measure and its application to problems of ambiguity in natural language publication-title: Journal of Artificial Intelligence Research – volume: 22 start-page: 278 issue: 2 year: 2010 end-page: 290 article-title: Structural and role‐oriented Web service discovery with taxonomies in OWL‐S publication-title: IEEE Transactions on Knowledge and Data Engineering – volume: 8 start-page: 310 issue: 4 year: 2010 end-page: 328 article-title: Discovering Semantic Web services using SPARQL and intelligent agents publication-title: Journal ofWeb Semantics: Science, Services and Agents on the World Wide Web – start-page: 752 year: 2004 end-page: 766 – start-page: 348 year: 2002 end-page: 360 – volume: 13 start-page: 21 issue: 3 year: 2009 end-page: 28 article-title: Towards toolipse 2: tool support for the next generation agent framework publication-title: Computing and Information Systems Journal – start-page: 553 year: 2004 end-page: 562 – volume: 5554 start-page: 550 year: 2009 end-page: 564 – start-page: 463 year: 2008 end-page: 477 – volume: 2 start-page: 41 year: 2008 end-page: 58 – volume: 7 start-page: 121 issue: 2 year: 2009 end-page: 133 article-title: OWLS‐MX: a hybrid Semantic Web service matchmaker for OWL‐S services publication-title: Journal of Web Semantics: Science, Services and Agents on the World Wide Web – start-page: 33 year: 2005 end-page: 50 – start-page: 212 year: 1996 end-page: 228 – start-page: 131 year: 2001 end-page: 152 – start-page: 157 year: 2007 end-page: 160 – volume: 36 start-page: 5436 issue: 3, Part 1 year: 2009 end-page: 5444 article-title: An ontology and peer‐to‐peer based data and service unified discovery system publication-title: Expert Systems with Applications – start-page: 481 year: 2008 end-page: 502 – volume: 15 start-page: 871 issue: 4 year: 2003 end-page: 882 article-title: An approach for measuring semantic similarity between words using multiple information sources publication-title: IEEE Transactions on Knowledge and Data Engineering – year: 2008 – volume: 11 start-page: 60 issue: 6 year: 2007 end-page: 67 article-title: SAWSDL: semantic annotations for WSDL and XML schema publication-title: IEEE Internet Computing – start-page: 152 year: 2007 end-page: 156 – volume: 48 start-page: 808 issue: 3 year: 2008 end-page: 828 article-title: A hybrid approach to Semantic Web services matchmaking publication-title: International Journal of Approximate Reasoning – start-page: 578 year: 1997 end-page: 583 – start-page: 1 year: 2008 end-page: 15 – start-page: 599 year: 1988 end-page: 609 – start-page: 455 year: 2004 end-page: 458 – start-page: 73 year: 1999 end-page: 80 – volume: 14 start-page: 407 issue: 4 year: 2005 end-page: 437 article-title: Structural and semantic matching for assessing Web‐service similarity publication-title: International Journal of Cooperative Information Systems – start-page: 1 year: 2009 end-page: 15 – volume: 1 start-page: 207 issue: 2 year: 2004 end-page: 228 article-title: Optimizing taxonomic Semantic Web queries using labeling schemes publication-title: Journal of Web Semantics: Science, Services and Agents on the World Wide Web – volume: 13 start-page: 92 issue: 1‐2 year: 1999 end-page: 128 article-title: The open agent architecture: a framework for building distributed software systems publication-title: Applied Artificial Intelligence – volume: 8 start-page: 1 issue: 1 year: 2007 end-page: 30 article-title: A semantic approach to approximate service retrieval publication-title: ACM Transactions on Internet Technology – start-page: 70 year: 2010 end-page: 77 – volume: 11 start-page: 227 issue: 2 year: 2008 end-page: 251 article-title: Flexible semantic‐based service matchmaking and discovery publication-title: World Wide Web – year: 2007 – start-page: 1684 year: 2006 end-page: 1689 – volume: 53 start-page: 50 issue: 4 year: 2010 end-page: 58 article-title: A view of cloud computing publication-title: Communications of the ACM – start-page: 101 year: 2001 end-page: 102 – start-page: 45 year: 2005 end-page: 50 – start-page: 69 year: 2008 end-page: 109 – volume: 1 start-page: 113 issue: 2 year: 2002 end-page: 137 article-title: The Web Service Modeling Framework WSMF publication-title: Electronic Commerce Research and Applications – volume: 18 start-page: 90 issue: 1 year: 2003 end-page: 93 article-title: Bringing semantics to Web services publication-title: IEEE Intelligent Systems – volume: 21 start-page: 287 issue: 2 year: 2009 end-page: 300 article-title: Storing and indexing spatial data in P2P systems publication-title: IEEE Transactions on Knowledge and Data Engineering – start-page: 84 year: 2007 end-page: 98 – year: 2010 – volume: 9 start-page: 402 issue: 4 year: 2011 end-page: 417 article-title: SAWSDL–iMatcher: a customizable and effective Semantic Web service matchmaker publication-title: Journal of Web Semantics: Science, Services and Agents on the World Wide Web – start-page: 1 year: 2010 end-page: 12 – volume: 21 start-page: 1629 issue: 11 year: 2009 end-page: 1642 article-title: URBE: Web service retrieval based on similarity evaluation publication-title: IEEE Transactions on Knowledge and Data Engineering – volume: 6089 start-page: 30 year: 2010 end-page: 44 – volume: 58 start-page: 2106 issue: 6 year: 2011 end-page: 2116 article-title: Focused crawling for automatic service discovery, annotation, and classification in industrial digital ecosystems publication-title: IEEE Transactions on Industrial Electronics – volume: 6 start-page: 109 issue: 2 year: 2008 end-page: 132 article-title: IRS‐III: a broker‐based approach to Semantic Web services publication-title: Journal of Web Semantics: Science, Services and Agents on the World Wide Web – volume: 8 start-page: 66 issue: 3 year: 2004 end-page: 73 article-title: Dynamic discovery and coordination of agent‐based Semantic Web services publication-title: IEEE Internet Computing – volume: 1 start-page: 328 issue: 3/4 year: 2005 end-page: 364 article-title: What is needed for semantic service descriptions—a proposal for suitable language constructs publication-title: International Journal on Web and Grid Services – start-page: 485 year: 2010 end-page: 492 – start-page: 145 year: 2006 end-page: 156 – start-page: 296 year: 1998 end-page: 304 – volume: 1 start-page: 110 issue: 2 year: 2006 end-page: 118 article-title: Matchmaking and ranking of Semantic Web services using integrated service profile publication-title: International Journal of Metadata, Semantics and Ontologies – start-page: 583 year: 2008 end-page: 598 – volume: 5 start-page: 265 issue: 3 year: 2006 end-page: 290 article-title: Contemporary Web service discovery mechanisms publication-title: Journal of Web Engineering – volume: 77 start-page: 687 issue: 4 year: 2011 end-page: 704 article-title: A framework for discovering and classifying ubiquitous services in digital health ecosystems publication-title: Journal of Computer and System Sciences – volume: 8 start-page: 301 issue: 3 year: 2008 end-page: 322 article-title: Translating OWL and Semantic Web rules into prolog: moving toward description logic programs publication-title: Theory and Practice of Logic Programming – volume: 1 start-page: 27 issue: 1 year: 2003 end-page: 46 article-title: Automated discovery, interaction and composition of Semantic Web services publication-title: Journal of Web Semantics: Science, Services and Agents on the World Wide Web – ident: e_1_2_8_27_1 doi: 10.1109/MIC.2004.1297276 – ident: e_1_2_8_31_1 – ident: e_1_2_8_54_1 doi: 10.1109/SYNASC.2010.71 – ident: e_1_2_8_14_1 – ident: e_1_2_8_62_1 – ident: e_1_2_8_40_1 doi: 10.1007/978-3-642-13489-0_3 – ident: e_1_2_8_3_1 – ident: e_1_2_8_49_1 doi: 10.1016/j.eswa.2008.06.083 – ident: e_1_2_8_30_1 doi: 10.1007/3-540-27301-8_8 – ident: e_1_2_8_26_1 doi: 10.1109/P2P.2001.990434 – ident: e_1_2_8_29_1 doi: 10.1016/j.websem.2003.07.002 – ident: e_1_2_8_39_1 doi: 10.1109/TKDE.2003.1209005 – ident: e_1_2_8_71_1 doi: 10.1007/978-3-540-30475-3_52 – ident: e_1_2_8_28_1 – ident: e_1_2_8_36_1 – ident: e_1_2_8_66_1 doi: 10.1613/jair.514 – ident: e_1_2_8_68_1 doi: 10.1504/IJMSO.2006.011007 – ident: e_1_2_8_76_1 doi: 10.1145/1721654.1721672 – ident: e_1_2_8_17_1 doi: 10.1016/S1567-4223(02)00015-7 – ident: e_1_2_8_72_1 doi: 10.1109/WI-IATW.2007.26 – ident: e_1_2_8_4_1 – ident: e_1_2_8_13_1 – ident: e_1_2_8_38_1 doi: 10.2139/ssrn.3199420 – ident: e_1_2_8_55_1 doi: 10.1145/1294148.1294150 – ident: e_1_2_8_32_1 doi: 10.1145/1097047.1097057 – ident: e_1_2_8_33_1 doi: 10.1109/TKDE.2009.89 – start-page: 599 volume-title: Readings in Database Systems year: 1988 ident: e_1_2_8_47_1 – ident: e_1_2_8_23_1 doi: 10.1145/988672.988747 – ident: e_1_2_8_77_1 – ident: e_1_2_8_80_1 – ident: e_1_2_8_42_1 doi: 10.1023/A:1014897210525 – ident: e_1_2_8_48_1 doi: 10.1109/TKDE.2008.139 – ident: e_1_2_8_75_1 – start-page: 131 volume-title: The Emerging Semantic Web year: 2001 ident: e_1_2_8_10_1 – ident: e_1_2_8_18_1 – ident: e_1_2_8_15_1 – ident: e_1_2_8_60_1 doi: 10.1007/978-3-540-72667-8_8 – volume: 5 start-page: 265 issue: 3 year: 2006 ident: e_1_2_8_24_1 article-title: Contemporary Web service discovery mechanisms publication-title: Journal of Web Engineering – ident: e_1_2_8_51_1 doi: 10.1016/j.websem.2010.05.002 – ident: e_1_2_8_56_1 doi: 10.1145/1141277.1141675 – ident: e_1_2_8_8_1 doi: 10.5772/5884 – ident: e_1_2_8_44_1 doi: 10.1007/3-540-63494-0_57 – volume: 13 start-page: 21 issue: 3 year: 2009 ident: e_1_2_8_52_1 article-title: Towards toolipse 2: tool support for the next generation agent framework publication-title: Computing and Information Systems Journal – ident: e_1_2_8_7_1 doi: 10.1007/978-3-7643-8575-0_4 – ident: e_1_2_8_53_1 – ident: e_1_2_8_21_1 doi: 10.1109/MIC.2007.134 – ident: e_1_2_8_12_1 doi: 10.1080/088395199117504 – ident: e_1_2_8_20_1 – ident: e_1_2_8_73_1 doi: 10.5220/0002809200700077 – ident: e_1_2_8_37_1 doi: 10.1016/j.websem.2008.10.001 – ident: e_1_2_8_50_1 doi: 10.1016/j.ijar.2008.01.005 – ident: e_1_2_8_65_1 – ident: e_1_2_8_11_1 – ident: e_1_2_8_43_1 doi: 10.1017/S1471068407003249 – ident: e_1_2_8_78_1 doi: 10.1109/TIE.2010.2050754 – ident: e_1_2_8_9_1 doi: 10.1007/978-3-7643-8864-5_4 – ident: e_1_2_8_22_1 doi: 10.1504/IJWGS.2005.008393 – ident: e_1_2_8_45_1 doi: 10.1007/978-3-540-88564-1_37 – ident: e_1_2_8_46_1 doi: 10.1016/j.websem.2003.11.001 – ident: e_1_2_8_25_1 – ident: e_1_2_8_64_1 doi: 10.1002/9780470612200.ch12 – ident: e_1_2_8_35_1 doi: 10.1007/3-540-45681-3_29 – ident: e_1_2_8_74_1 – ident: e_1_2_8_34_1 doi: 10.4018/978-1-59904-045-5.ch012 – ident: e_1_2_8_70_1 doi: 10.1109/WI-IATW.2007.87 – ident: e_1_2_8_69_1 doi: 10.1007/s11280-007-0040-y – ident: e_1_2_8_2_1 – ident: e_1_2_8_58_1 doi: 10.1109/ECOWS.2008.12 – ident: e_1_2_8_5_1 doi: 10.1142/S0218843005001213 – ident: e_1_2_8_63_1 doi: 10.1007/978-3-642-02121-3_41 – ident: e_1_2_8_19_1 – ident: e_1_2_8_41_1 – ident: e_1_2_8_6_1 doi: 10.1109/MIS.2003.1179199 – volume: 1 start-page: 77 issue: 1 year: 2005 ident: e_1_2_8_16_1 article-title: Web Service Modeling Ontology publication-title: Applied Ontology doi: 10.3233/APO-2005-000008 – ident: e_1_2_8_57_1 – ident: e_1_2_8_61_1 doi: 10.1109/TKDE.2009.35 – ident: e_1_2_8_79_1 doi: 10.1016/j.jcss.2010.02.009 – ident: e_1_2_8_67_1 doi: 10.1016/j.websem.2011.08.001 – ident: e_1_2_8_59_1 doi: 10.1016/j.websem.2008.01.001 |
| SSID | ssj0011031 |
| Score | 2.159239 |
| SecondaryResourceType | review_article |
| Snippet | SUMMARYWeb services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is... Web services provide a standard means for the interoperable operations between electronic devices in a network. The mission of Web service discovery is to seek... |
| SourceID | crossref wiley istex |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 961 |
| SubjectTerms | Semantic Web Service discovery Semantic Web Service matchmakers Semantic Web Service selection Semantic Web Services Web services |
| Title | Semantic Web Service matchmakers: state of the art and challenges |
| URI | https://api.istex.fr/ark:/67375/WNG-6WKTG8S3-Z/fulltext.pdf https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcpe.2886 |
| Volume | 25 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVWIB databaseName: Wiley Online Library Full Collection 2020 customDbUrl: eissn: 1532-0634 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0011031 issn: 1532-0626 databaseCode: DRFUL dateStart: 20010101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LSwMxEA7aevDiW3wTQfS0umazSdabVKuglGKtLV6WZLLBon3QVvHo1b_pLzHZR0VQEDztZTYsk5nMt7sz34fQHve5pkYwD4h9N6EqUp4QSnkSwClvs1Cnc9x317xWE-12VM-7Kt0sTMYPMfng5jIjPa9dgks1OvoiDYVBckiEYNOoTGzY0hIqn91Um9eTfwhOwCBjSyWeb3F7QT3rk6Pi3m_FqOz8-vodpKZVpjr_n-dbQHM5tsSnWTAsoqmkt4TmC90GnKfxMqo0kq51aAdwK1E4Py2wha7w0JWPFg-e4HTOCPcNtvgQ2-jCsqc_3t6hkF4ZraBm9fy2cunlYgp2F0LCPKNDARFo4UjNAgN-JLgwmgYBtwiRGBYRA1QmJjDHQhsRUN9wFUjOJAElIFhFpV6_l6whzKSmmoBFHgQo1aHkFggYV-eYVIrpdXRQeDWGnGncCV48xRlHMomtb2Lnm3W0O7EcZOwaP9jspxszMZDDR9eNxsO4VbuIWevq9kI0gvjeGqb78etKcaV-7q4bfzXcRLMkVb9w_Y1bqDQePifbaAZexp3RcCePt089bdj8 |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1NT9wwEB3BLhJcSoEiaGnrSlU5pQTHsR16QlsWKrYrVBZ2xcWyx7FAwIIWijhy5W_2l2DnYyskkJA45TKJovnwvDie9wC-ilhY5iSPkPpvE2YyE0lpTKQRg_I2T20xx33YEd2uHAyyvQn4Uc_ClPwQ4w23UBnFeh0KPGxIr_1nDcXL_DuVkk9Ck_ksShvQ_PmnfdAZ_0QICgYlXSqNYg_ca-7ZmK7V9z7qRs3g2NvHKLVoM-3ZV73gW3hToUuyWabDHEzkw3mYrZUbSFXIC9Daz8-9S0-Q9HNDqvWCePCKx-f61CPCDVJMGpELRzxCJD6_iB7af3f3WIuvXL2Dg_ZWr7UTVXIKPg4p5ZGzqcQMrQy0ZonDOJNCOsuSRHiMSB3PqEOmc5e4dWmdTFjshEm04JqikZgsQmN4McyXgHBtmaXosQdFxmyqhYcCLnQ6ro3hdhlWa7cqrLjGg-TFmSpZkqnyvlHBN8vwZWx5WfJrPGHzrYjM2ECPTsN5NJGqfndb8f5ub1vuJ-rIGxYBefZJqrW3Fa7vX2r4GaZ3er87qvOru_sBZmihhRFOO65A43r0N_8IU3hzfXI1-lQl3wNBZdzs |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9wwEB4Bi1AvUF4qbSlGQnAKpI5jO_SEFhYQq9WK1yIulj2OVURZVgtUPfbK3-wvqZ3HIiSQkDjlMrGieXi-JJ7vA1gTsbDMSR4h9e8mzGQmktKYSCMG5W2e2mKO-7wtOh15cZF1x-BHPQtT8kOMPriFyij261Dg-cC6rSfWUBzkm1RKPg4NlmbcV2Vj97h11h79RAgKBiVdKo1iD9xr7tmYbtX3PutGjeDYP89RatFmWjPvesCPMF2hS7JTpsMsjOX9OZiplRtIVcjz0DzJb7xLr5D0ckOq_YJ48Io_b_S1R4TbpJg0IreOeIRIfH4R3bf__j5iLb5ytwBnrb3T5kFUySn4OKSUR86mEjO0MtCaJQ7jTArpLEsS4TEidTyjDpnOXeK-S-tkwmInTKIF1xSNxGQRJvq3_fwTEK4tsxQ99qDImE218FDAhU7HtTHcLsFG7VaFFdd4kLz4pUqWZKq8b1TwzRKsjiwHJb_GCzbrRWRGBnp4Hc6jiVT1OvuK945O9-VJoi69YRGQV1dSze5euH5-q-EKTHV3W6p92Dn6Ah9oIYURDjt-hYn74UO-DJP4-_7qbvityr3_AAHcZw |
| 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=Semantic+Web+Service+matchmakers%3A+state+of+the+art+and%E2%80%89challenges&rft.jtitle=Concurrency+and+computation&rft.au=Dong%2C+Hai&rft.au=Hussain%2C+Farookh+Khadeer&rft.au=Chang%2C+Elizabeth&rft.date=2013-05-01&rft.issn=1532-0626&rft.eissn=1532-0634&rft.volume=25&rft.issue=7&rft.spage=961&rft.epage=988&rft_id=info:doi/10.1002%2Fcpe.2886&rft.externalDBID=10.1002%252Fcpe.2886&rft.externalDocID=CPE2886 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1532-0626&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1532-0626&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1532-0626&client=summon |