{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T10:45:42Z","timestamp":1766486742194,"version":"3.40.4"},"reference-count":85,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2012,10,30]],"date-time":"2012-10-30T00:00:00Z","timestamp":1351555200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Artif Intell Rev"],"published-print":{"date-parts":[[2014,12]]},"DOI":"10.1007\/s10462-012-9358-7","type":"journal-article","created":{"date-parts":[[2012,10,29]],"date-time":"2012-10-29T18:18:00Z","timestamp":1351534680000},"page":"835-850","source":"Crossref","is-referenced-by-count":8,"title":["Monitoring web services\u2019 quality of service: a literature review"],"prefix":"10.1007","volume":"42","author":[{"given":"Mohd Hilmi","family":"Hasan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jafreezal","family":"Jaafar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohd Fadzil","family":"Hassan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,10,30]]},"reference":[{"key":"9358_CR1","doi-asserted-by":"crossref","unstructured":"Allenotor D, Thulasiram RK (2008) A fuzzy grid-QoS framework for obtaining higher grid resources availability. In: Proceedings of the 3rd international conference on advances in grid and pervasive computing, pp 128\u2013139","DOI":"10.1007\/978-3-540-68083-3_15"},{"key":"9358_CR2","doi-asserted-by":"crossref","unstructured":"Ameller D, Franch X (2008) Service level agreement monitor (SALMon). Seventh international conference on the composition-based software systems, ICCBSS 2008, pp 224\u2013227","DOI":"10.1109\/ICCBSS.2008.13"},{"key":"9358_CR3","doi-asserted-by":"crossref","unstructured":"Angelov S, Grefen P (2004) The business case for B2B e-contracting. In: Proceedings of the 6th international conference on electronic commerce, pp 31\u201340","DOI":"10.1145\/1052220.1052225"},{"key":"9358_CR4","doi-asserted-by":"crossref","unstructured":"Artaiam N, Senivongse T (2008) Enhancing service-side QoS monitoring for web services. In: Proceedings of the ninth ACIS international conference on the software engineering, artificial intelligence, networking, and parallel\/distributed computing, pp 765\u2013770","DOI":"10.1109\/SNPD.2008.157"},{"key":"9358_CR5","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1007\/978-3-642-24999-0_39","volume":"164","author":"SA Asadollah","year":"2011","unstructured":"Asadollah SA, Thiam KC (2011) Web service response time monitoring: architecture and validation. Theor Math Found Comput Sci Commun Comput Inf Sci 164: 276\u2013282","journal-title":"Theor Math Found Comput Sci Commun Comput Inf Sci"},{"key":"9358_CR6","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1007\/978-3-540-89897-9_9","volume":"5377\/2008","author":"MA Baazizi","year":"2008","unstructured":"Baazizi MA, Sebahi S, Hacid M-S, Benbernou S, Papazoglou M (2008) Monitoring web services: a database approach. Towards a service-based internet. Lect Notes Comput Sci 5377\/2008: 98\u2013109","journal-title":"Lect Notes Comput Sci"},{"key":"9358_CR7","doi-asserted-by":"crossref","unstructured":"Bacciu D, Buscemi MG, Mkrtchyan L (2010) Adaptive fuzzy-valued service selection. In: Proceedings of the 2010 ACM symposium on applied computing, pp 2467\u20132471","DOI":"10.1145\/1774088.1774598"},{"key":"9358_CR8","unstructured":"Beeri C, Eyal A, Milo T, Pilberg A (2007) Monitoring business processes with queries. In: Proceedings of the 33rd international conference on very large data bases, pp 603\u2013614"},{"key":"9358_CR9","doi-asserted-by":"crossref","unstructured":"Castillo O, Melin P (2002) A new hybrid approach for plant monitoring and diagnostics combining type-2 fuzzy logic and fractal theory. In: Proceedings of the 2002 annual meeting of the North American Fuzzy Information Processing Society, NAFIPS, pp 111\u2013116","DOI":"10.1109\/NAFIPS.2002.1018039"},{"key":"9358_CR10","doi-asserted-by":"crossref","unstructured":"Chen L, Ha W, Zhang G (2009) A new web service evaluation model with fuzzy C-means artificial immune network memory classifier. In: Proceedings of the 2009 international conference on computational intelligence and security, vol 2, pp 25\u201329","DOI":"10.1016\/j.quaint.2009.01.001"},{"key":"9358_CR11","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/978-3-642-23982-3_42","volume":"6988\/2011","author":"J Chen","year":"2011","unstructured":"Chen J, Jia J, Duan L (2011) DOM semantic expansion-based extraction of topical information from web pages. Lect Notes Comput Sci 6988\/2011: 343\u2013350","journal-title":"Lect Notes Comput Sci"},{"key":"9358_CR12","unstructured":"Cheng W, Hongbing W (2007) Uncertainty-aware QoS description and selection model for web services. In: Proceedings of the IEEE international conference on services computing, pp 154\u2013161"},{"issue":"5","key":"9358_CR13","first-page":"1357","volume":"25","author":"L-D Chou","year":"2009","unstructured":"Chou L-D, Chen C-C, Tseng P-C (2009) Design and implementation of a policy-based monitoring system for web services. J Inf Sci Eng 25(5): 1357\u20131372","journal-title":"J Inf Sci Eng"},{"key":"9358_CR14","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/978-3-642-02463-4_19","volume":"5600\/2009","author":"L Chung","year":"2009","unstructured":"Chung L, Sampaio do Prado Leite JC (2009) On non-functional requirements in software engineering. Lect Notes Comput Sci 5600\/2009: 363\u2013379","journal-title":"Lect Notes Comput Sci"},{"issue":"2","key":"9358_CR15","first-page":"113","volume":"8","author":"M Coccoli","year":"2012","unstructured":"Coccoli M, Vercelli G, Vivanet G (2012) Semantic wiki: A collaborative tool for instructional content design. J E-Learn Knowl Soc 8(2): 113\u2013122","journal-title":"J E-Learn Knowl Soc"},{"key":"9358_CR16","doi-asserted-by":"crossref","unstructured":"Coles A, Coles AJ, Clark A, Gilmore S (2011) Cost-sensitive concurrent planning under duration uncertainty for service-level agreements. In: Proceedings of the 21st international conference on automated planning and scheduling, pp 34\u201341","DOI":"10.1609\/icaps.v21i1.13444"},{"issue":"2","key":"9358_CR17","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/j.compind.2010.10.006","volume":"62","author":"T Dereli","year":"2010","unstructured":"Dereli T, Baykasoglu A, Altun K, Durmusoglu A, T\u00fcrksen IB (2010) Industrial applications of type-2 fuzzy sets and systems: a concise review. Comput Ind 62(2): 125\u2013137","journal-title":"Comput Ind"},{"issue":"2","key":"9358_CR18","doi-asserted-by":"crossref","first-page":"466","DOI":"10.1007\/978-3-642-23324-1_75","volume":"215","author":"R Du","year":"2011","unstructured":"Du R, Zhao P (2011) Subjective trust evaluation model based on preferences. Commun Comput Inf Sci 215(2): 466\u2013472","journal-title":"Commun Comput Inf Sci"},{"issue":"1","key":"9358_CR19","first-page":"56","volume":"5","author":"B Eze","year":"2010","unstructured":"Eze B, Kuziemsky C, Peyton L, Middleton G, Mouttham A (2010) Policy-based data integration for e-health monitoring processes in a B2B environment: experiences from Canada. J Theor Appl Electron Commer Res 5(1): 56\u201370","journal-title":"J Theor Appl Electron Commer Res"},{"key":"9358_CR20","doi-asserted-by":"crossref","unstructured":"Golshan F, Barforoush AA (2009) A new approach for tracing quality attributes in service oriented architecture using graph transformation systems. In: Proceedings of the 14th international computer conference, CSICC 2009, pp 10\u201316","DOI":"10.1109\/CSICC.2009.5349605"},{"key":"9358_CR21","doi-asserted-by":"crossref","unstructured":"Grou\u00e8s V, Naudet Y, Kao O (2011) Combining linguistic values and semantics to represent user preferences. The 6th international workshop on semantic media adaptation and personalization, pp 27\u201332","DOI":"10.1109\/SMAP.2011.21"},{"key":"9358_CR22","doi-asserted-by":"crossref","unstructured":"Guo N, Gao T, Zhang B (2008) A trusted quality of web services management framework based on six dimensional QoWS model and end-to-end monitoring. Lect Notes Comput Sci 5297:437\u2013440","DOI":"10.1007\/978-3-540-88623-5_46"},{"key":"9358_CR23","first-page":"175","volume":"3","author":"RB Halima","year":"2008","unstructured":"Halima RB, Guennoun K, Drira K, Jmaiel M (2008) Providing predictive self-healing for web services: a QoS monitoring and analysis-based approach. J Inf Assur Secur 3: 175\u2013184","journal-title":"J Inf Assur Secur"},{"issue":"10","key":"9358_CR24","doi-asserted-by":"crossref","first-page":"1207","DOI":"10.1002\/cpe.1576","volume":"22","author":"RB Halima","year":"2010","unstructured":"Halima RB, Fki E, Drira K, Jmaiel M (2010) A large-scale monitoring and measurement campaign for Web Services-based applications. Concurr Comput Pract Exp 22(10): 1207\u20131222","journal-title":"Concurr Comput Pract Exp"},{"issue":"5","key":"9358_CR25","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1016\/j.knosys.2011.02.012","volume":"24","author":"A Hassanzadeh","year":"2011","unstructured":"Hassanzadeh A, Namdarian L, Elahi S (2011) Developing a framework for evaluating service oriented architecture governance (SOAG). Knowl Based Syst 24(5): 716\u2013730. doi: 10.1016\/j.knosys.2011.02.012","journal-title":"Knowl Based Syst"},{"key":"9358_CR26","doi-asserted-by":"crossref","unstructured":"Hettne K, Soiland-Reyes S, Klyne G, Belhajjame K, Gamble M, Bechhofer S, Roos M, Corcho O (2012) Workflow forever: semantic web semantic models and tools for preserving and digitally publishing computational experiments. In: Proceedings of the 4th semantic web applications and tools for the life sciences, pp 36\u201337","DOI":"10.1145\/2166896.2166909"},{"key":"9358_CR27","doi-asserted-by":"crossref","unstructured":"Heward G, M\u00fcller I, Jun H, Schneider J-G, Versteeg S (2010) Assessing the performance impact of service monitoring. In: Proceedings of the 21st Australian software engineering conference, IEEE Computer Society, pp 192\u2013201","DOI":"10.1109\/ASWEC.2010.28"},{"key":"9358_CR28","unstructured":"International Data Corporation (IDC) (2012) IDC cloud research, International Data Corporation. http:\/\/www.idc.com\/prodserv\/idc_cloud.jsp . Accessed 21 June 2012"},{"key":"9358_CR29","doi-asserted-by":"crossref","unstructured":"Jiao Y, Li L, Ye N (2011) Towards a lightweight SOA framework for enterprise cloud computing. The 15th international conference on computer supported cooperative work in design, pp 386\u2013392","DOI":"10.1109\/CSCWD.2011.5960103"},{"key":"9358_CR30","doi-asserted-by":"crossref","unstructured":"Kalavathy GM, Seethalakshmi P (2009) Parallel performance monitoring service for dynamically composed media web services. J Comput Sci 5:487\u2013492","DOI":"10.3844\/jcssp.2009.487.492"},{"issue":"1","key":"9358_CR31","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1023\/A:1022445108617","volume":"11","author":"A Keller","year":"2003","unstructured":"Keller A, Ludwig H (2003) The WSLA framework: specifying and monitoring service level agreements for web services. J Netw Syst Manag 11(1): 57\u201381","journal-title":"J Netw Syst Manag"},{"issue":"1","key":"9358_CR32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11761-011-0098-3","volume":"6","author":"M Khaxar","year":"2012","unstructured":"Khaxar M, Jalili S (2012) WSCMon: runtime monitoring of web service ochestration based on refinement checking. Serv Oriented Comput Appl 6(1): 1\u201317","journal-title":"Serv Oriented Comput Appl"},{"issue":"4","key":"9358_CR33","doi-asserted-by":"crossref","first-page":"4111","DOI":"10.1016\/j.eswa.2011.09.127","volume":"39","author":"M Lee","year":"2012","unstructured":"Lee M, Kim W, Park S (2012) Searching and rankinxg method of relevant resources by user intention on the semantic web. Expert Syst Appl Int J 39(4): 4111\u20134121","journal-title":"Expert Syst Appl Int J"},{"issue":"4","key":"9358_CR34","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/MIC.2003.1215659","volume":"7","author":"A Leff","year":"2003","unstructured":"Leff A, Rayfield JT, Dias DM (2003) Service-level agreements and commercial grids. IEEE Internet Comput 7(4): 44\u201350","journal-title":"IEEE Internet Comput"},{"key":"9358_CR35","unstructured":"Leitner P, Wetzstein B, Rosenberg F, Michlmayr A, Dustdar S, Leymann F (2009) Runtime prediction of service level agreement violations for composite services. In: Proceedings of the 2009 international conference on service-oriented computing, pp 176\u2013186"},{"key":"9358_CR36","doi-asserted-by":"crossref","unstructured":"Leitner P, Michlmayr A, Rosenberg F, Dustdar S (2010) Monitoring, prediction and prevention of SLA violations in composite services. In: Proceedings of the 2010 IEEE international conference on web services, pp 369\u2013376","DOI":"10.1109\/ICWS.2010.21"},{"issue":"172","key":"9358_CR37","first-page":"696","volume":"171","author":"S. Liang","year":"2011","unstructured":"Liang S. (2011) The design and realization of cloud computing framework model based on SOA. Adv Mater Res 171(172): 696\u2013701","journal-title":"Adv Mater Res"},{"issue":"1","key":"9358_CR38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.websem.2009.09.007","volume":"8","author":"J Lim","year":"2010","unstructured":"Lim J, Lee KH (2010) Constructing composite web services from natural language requests. Web Semant 8(1): 1\u201313. doi: 10.1016\/j.websem.2009.09.007","journal-title":"Web Semant"},{"key":"9358_CR39","doi-asserted-by":"crossref","unstructured":"Liu Z, Squillante MS, Wolf JL (2001) On maximizing service-level-agreement profits. In: Proceedings of the 3rd ACM conference on electronic commerce, pp 213\u2013223","DOI":"10.1145\/501158.501185"},{"key":"9358_CR40","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1007\/978-3-642-30126-1_85","volume":"136","author":"G-Q Liu","year":"2012","unstructured":"Liu G-Q, Zhu Z-L, Liu Y (2012) Quality analysis and monitoring strategy research for web service in the internet. Technol Educ Learn Adv Intell Soft Comput 136: 541\u2013548","journal-title":"Technol Educ Learn Adv Intell Soft Comput"},{"issue":"4","key":"9358_CR41","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.websem.2008.04.001","volume":"6","author":"T Lukasiewicz","year":"2008","unstructured":"Lukasiewicz T, Straccia U (2008) Managing uncertainty and vagueness in description logics for the semantic web. Web Semant 6(4): 291\u2013308","journal-title":"Web Semant"},{"key":"9358_CR42","doi-asserted-by":"crossref","unstructured":"Mendel JM (2003) Fuzzy sets for words: a new beginning. In: Proceedings of the 12th IEEE international conference on fuzzy systems, vol 1, pp 37\u201342","DOI":"10.1109\/FUZZ.2003.1209334"},{"issue":"4","key":"9358_CR43","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1109\/MCI.2007.9066897","volume":"2","author":"JM Mendel","year":"2007","unstructured":"Mendel JM (2007) Computing with words: Zadeh, Turing, Popper and Occam. IEEE Comput Intell Mag 2(4): 10\u201317","journal-title":"IEEE Comput Intell Mag"},{"key":"9358_CR44","doi-asserted-by":"crossref","unstructured":"Michlmayr A, Rosenberg F, Leitner P, Dustdar S (2009) Comprehensive QoS monitoring of web services and event-based SLA violation detection. In: Proceedings of the 4th international workshop on middleware for service oriented computing, pp 1\u20136","DOI":"10.1145\/1657755.1657756"},{"issue":"3","key":"9358_CR45","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1109\/TSC.2010.20","volume":"3","author":"A Michlmayr","year":"2010","unstructured":"Michlmayr A, Rosenberg F, Leitner P, Dustdar S (2010) End-to-end support for QoS-aware service selection, binding, and mediation in VRESCo. IEEE Trans Serv Comput 3(3): 193\u2013205","journal-title":"IEEE Trans Serv Comput"},{"key":"9358_CR46","unstructured":"Microsoft News Center (2012) Cloud computing to create 14 million new jobs by 2015, Microsoft. http:\/\/www.microsoft.com\/en-us\/news\/features\/2012\/mar12\/03-05CloudComputingJobs.aspx . Accessed 20 June 2012"},{"key":"9358_CR47","doi-asserted-by":"crossref","unstructured":"Mobedpour D, Chen D (2011) User-centered design of a QoS-based web service selection system. Serv Oriented Comput Appl 1\u201311. doi: 10.1007\/s11761-011-0091-x","DOI":"10.1007\/s11761-011-0091-x"},{"issue":"5","key":"9358_CR48","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1016\/j.jss.2008.11.010","volume":"82","author":"GD Modica","year":"2009","unstructured":"Modica GD, Tomarchio O, Vita L (2009) Dynamic SLAs management in service oriented environments. J Syst Softw 82(5): 759\u2013771","journal-title":"J Syst Softw"},{"key":"9358_CR49","doi-asserted-by":"crossref","unstructured":"Muller C, Resinas M, Ruiz-Cortes A (2009) Explaining the non-compliance between templates and agreement offers in WS-Agreement. In: Proceedings of the 7th international joint conference on service-oriented computing, pp 237\u2013252","DOI":"10.1007\/978-3-642-10383-4_16"},{"issue":"12","key":"9358_CR50","first-page":"191","volume":"2","author":"W Nagy","year":"2011","unstructured":"Nagy W, Mokhtar HMO, El-Bastawissy A (2011) A flexible tool for web service selection in service oriented architecture. Int J Adv Comput Sci Appl 2(12): 191\u2013201","journal-title":"Int J Adv Comput Sci Appl"},{"issue":"3","key":"9358_CR51","doi-asserted-by":"crossref","first-page":"60","DOI":"10.4018\/jghpc.2010070105","volume":"2","author":"SV Patel","year":"2010","unstructured":"Patel SV, Pandey K (2010) Design of SOA based framework for collaborative cloud computing in wireless sensor networks. Int J Grid High Perform Comput 2(3): 60\u201373","journal-title":"Int J Grid High Perform Comput"},{"issue":"3","key":"9358_CR52","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1145\/1118178.1118201","volume":"49","author":"G Porter","year":"2006","unstructured":"Porter G, Katz RH (2006) Effective web service load balancing through statistical monitoring. Commun ACM Self Manag Syst 49(3): 48\u201354","journal-title":"Commun ACM Self Manag Syst"},{"key":"9358_CR53","doi-asserted-by":"crossref","unstructured":"Queiroz M, Moura A, Sauve J, Bartolini C, Hickey M (2009) A model for decision support in business-driven IT service portfolio management using SLA-dependent criteria and under uncertainty. In: Proceedings of the international conference on management of emergent digital ecosystems. doi: 10.1145\/1643823.1643874","DOI":"10.1145\/1643823.1643874"},{"key":"9358_CR54","unstructured":"Raimondi F, Skene J, Emmerich W, Wozna B (2007) A methodology for online monitoring non-functional specification of web-services. The first international workshop on property verification for software components and services (PROVECS\u201907), pp 50\u201359"},{"key":"9358_CR55","doi-asserted-by":"crossref","unstructured":"Raimondi F, Skene J, Emmerich W (2008) Efficient online monitoring of web-service SLAs. In: Proceedings of the 16th ACM SIGSOFT international symposium on foundations of software engineering, pp 170\u2013180","DOI":"10.1145\/1453101.1453125"},{"key":"9358_CR56","doi-asserted-by":"crossref","unstructured":"Reiff-Marganiec S, Yu HQ, Tilly M (2009) Service selection based on non-functional properties. Service-oriented computing\u2014ICSOC 2007 workshops, pp 128\u2013138","DOI":"10.1007\/978-3-540-93851-4_13"},{"issue":"4","key":"9358_CR57","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1109\/TSC.2008.17","volume":"1","author":"S Rosario","year":"2008","unstructured":"Rosario S, Benveniste A, Haar S, Jard C (2008) Probabilistic QoS and soft contracts for transaction-based web services orchestrations. IEEE Trans Serv Comput 1(4): 187\u2013200","journal-title":"IEEE Trans Serv Comput"},{"key":"9358_CR58","doi-asserted-by":"crossref","first-page":"426","DOI":"10.1007\/11581062_32","volume":"3806\/2005","author":"M Rouached","year":"2005","unstructured":"Rouached M, Perrin O, Godart C (2005) A contract-based approach for monitoring collaborative web services using commitments in the event calculus. Web Inf Syst Eng Lect Notes Comput Sci 3806\/2005: 426\u2013434","journal-title":"Web Inf Syst Eng Lect Notes Comput Sci"},{"issue":"1","key":"9358_CR59","first-page":"600","volume":"1","author":"N Saxena","year":"2009","unstructured":"Saxena N, Goel A, Singh D (2009) A probe-based observability mechanism for monitoring of web services. Int J Recent Trends Eng 1(1): 600\u2013602","journal-title":"Int J Recent Trends Eng"},{"key":"9358_CR60","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1007\/11773887_13","volume":"4025\/2006","author":"J Schaefer","year":"2006","unstructured":"Schaefer J (2006) An approach for fine-grained web service performance monitoring. Distrib Appl Interoperable Syst Lect Notes Comput Sci 4025\/2006: 169\u2013180","journal-title":"Distrib Appl Interoperable Syst Lect Notes Comput Sci"},{"issue":"10","key":"9358_CR61","doi-asserted-by":"crossref","first-page":"2023","DOI":"10.1016\/j.ins.2006.10.004","volume":"177","author":"R Sepulveda","year":"2007","unstructured":"Sepulveda R, Castillo O, Melin P, Rodriguez-Diaz A, Montiel O (2007) Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic. Inf Sci Int J 177(10): 2023\u20132048. doi: 10.1016\/j.ins.2006.10.004","journal-title":"Inf Sci Int J"},{"key":"9358_CR62","doi-asserted-by":"crossref","unstructured":"Sherchan W, Loke SW, Krishnaswamy S (2006) A fuzzy model for reasoning about reputation in web services. In: Proceedings of the 2006 ACM symposium on applied computing, pp 1886\u20131892","DOI":"10.1145\/1141277.1141722"},{"issue":"4","key":"9358_CR63","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1016\/j.websem.2009.05.001","volume":"7","author":"D-H Shin","year":"2009","unstructured":"Shin D-H, Lee K-H, Suda T (2009) Automated generation of composite web services based on functional semantics. Web Semant Sci Serv Agents World Wide Web 7(4): 332\u2013343. doi: 10.1016\/j.websem.2009.05.001","journal-title":"Web Semant Sci Serv Agents World Wide Web"},{"issue":"3","key":"9358_CR64","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1109\/TSC.2009.16","volume":"2","author":"J Simmonds","year":"2009","unstructured":"Simmonds J, Gan Y, Chechik M, Nejati S, O\u2019Farrell B, Litani E, Waterhouse J (2009) Runtime monitoring of web service conversations. IEEE Trans Serv Comput 2(3): 223\u2013244","journal-title":"IEEE Trans Serv Comput"},{"key":"9358_CR65","doi-asserted-by":"crossref","unstructured":"Stavropoulos TG, Vrakas D, Vlahavas I (2011) A survey of service composition in ambient intelligence environments. Artif Intell Rev 1\u201324. doi: 10.1007\/s10462-011-9283-1","DOI":"10.1007\/s10462-011-9283-1"},{"issue":"6","key":"9358_CR66","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1016\/j.ijar.2010.01.005","volume":"51","author":"G Stoilos","year":"2010","unstructured":"Stoilos G, Stamou G, Pan JZ (2010) Fuzzy extensions of OWL: logical properties and reduction to fuzzy description logics. Int J Approx Reason 51(6): 656\u2013679","journal-title":"Int J Approx Reason"},{"issue":"3","key":"9358_CR67","doi-asserted-by":"crossref","first-page":"3676","DOI":"10.1016\/j.eswa.2011.09.060","volume":"39","author":"Q Tao","year":"2012","unstructured":"Tao Q, Chang H-Y, Gu C-Q, Yi Y (2012) A novel prediction approach for trustworthy QoS of web services. Expert Syst Appl Int J 39(3): 3676\u20133681. doi: 10.1016\/j.eswa.2011.09.060","journal-title":"Expert Syst Appl Int J"},{"issue":"2","key":"9358_CR68","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1016\/j.eswa.2006.05.024","volume":"33","author":"JCR Tseng","year":"2007","unstructured":"Tseng JCR, Wu C-H (2007) An expert system approach to improving stability and reliability of web service. Expert Syst Appl Int J 33(2): 379\u2013388. doi: 10.1016\/j.eswa.2006.05.024","journal-title":"Expert Syst Appl Int J"},{"issue":"5","key":"9358_CR69","doi-asserted-by":"crossref","first-page":"5616","DOI":"10.1016\/j.eswa.2011.11.056","volume":"39","author":"K Wang","year":"2012","unstructured":"Wang K, Takahashi A (2012) Semantic web based innovative design knowledge modeling for collaborative design. Expert Syst Appl Int J 39(5): 5616\u20135624","journal-title":"Expert Syst Appl Int J"},{"issue":"4","key":"9358_CR70","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1109\/TSC.2009.22","volume":"2","author":"Q Wang","year":"2009","unstructured":"Wang Q, Shao J, Deng F, Liu Y, Li M, Han J, Mei H (2009) An online monitoring approach for web service requirements. IEEE Trans Serv Comput 2(4): 338\u2013351","journal-title":"IEEE Trans Serv Comput"},{"issue":"1","key":"9358_CR71","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1016\/j.eswa.2009.05.070","volume":"37","author":"P Wang","year":"2010","unstructured":"Wang P, Chao K-M, Lo C-C (2010) On optimal decision for QoS-aware composite service selection. Expert Syst Appl Int J 37(1): 440\u2013449. doi: 10.1016\/j.eswa.2009.05.070","journal-title":"Expert Syst Appl Int J"},{"key":"9358_CR72","doi-asserted-by":"crossref","unstructured":"Wetzstein B, Leitner P, Rosenberg F, Brandic I, Dustdar S, Leymann F (2009) Monitoring and analyzing influential factors of business process performance. In: Proceedings of the 2009 IEEE international enterprise distributed object computing conference (EDOC 2009), pp 141\u2013150","DOI":"10.1109\/EDOC.2009.18"},{"key":"9358_CR73","doi-asserted-by":"crossref","unstructured":"Wu G, Wei J, Huang T (2008) Flexible pattern monitoring for WS-BPEL through stateful aspect extension. In: Proceedings of the 2008 IEEE international conference on web services, pp 577\u2013584","DOI":"10.1109\/ICWS.2008.27"},{"issue":"4","key":"9358_CR74","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1016\/j.cageo.2010.05.026","volume":"37","author":"H Wu","year":"2010","unstructured":"Wu H, Li Z, Zhang H, Yang C, Shen S (2010) Monitoring and evaluating the quality of web map service resources for optimizing map composition over the internet to support decision making. Comput Geosci 37(4): 485\u2013494","journal-title":"Comput Geosci"},{"key":"9358_CR75","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1007\/978-3-642-24010-2_22","volume":"233","author":"S Yan","year":"2011","unstructured":"Yan S, Shang J, Liu L (2011) Design and implementation of status monitoring system for e-learning web service. Commun Comput Inf Sci 233: 158\u2013165","journal-title":"Commun Comput Inf Sci"},{"key":"9358_CR76","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/978-3-642-15420-1_13","volume":"5980\/2010","author":"Y Yang","year":"2010","unstructured":"Yang Y, Luo D, Zhang C (2010) A multiple system performance monitoring model for web services. Agents Data Min Interact Lect Notes Comput Sci 5980\/2010: 149\u2013161","journal-title":"Agents Data Min Interact Lect Notes Comput Sci"},{"key":"9358_CR77","doi-asserted-by":"crossref","unstructured":"Yeom G, Tsai W-T, Bai X, Lee Y (2009) Design of a contract-based web services QoS management system. The 29th IEEE international conference on distributed computing systems workshops, pp 306\u2013311","DOI":"10.1109\/ICDCSW.2009.74"},{"issue":"1","key":"9358_CR78","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1504\/IJCCBS.2011.038951","volume":"2","author":"G Yeom","year":"2011","unstructured":"Yeom G, Tsai W-T, Bai X, Lee Y (2011) A design of policy-based composite web services QoS monitoring system. Int J Crit Comput Based Syst 2(1): 79\u201391","journal-title":"Int J Crit Comput Based Syst"},{"issue":"3","key":"9358_CR79","first-page":"1","volume":"6","author":"L Yu","year":"2007","unstructured":"Yu L (2007) Applying software wrapping on performance monitoring of web services. INFOCOMP J Comput Sci 6(3): 1\u20136","journal-title":"INFOCOMP J Comput Sci"},{"key":"9358_CR80","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning\u20141. Inf Sci 8: 199\u2013249","journal-title":"Inf Sci"},{"key":"9358_CR81","unstructured":"Zadeh MH, Seyyedi MA (2010) Qos monitoring for web services by time series forecasting. 2010 3rd IEEE international conference on computer science and information technology (ICCSIT), pp 659\u2013663"},{"issue":"1","key":"9358_CR82","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1007\/978-3-642-19542-6_38","volume":"142","author":"MH Zadeh","year":"2011","unstructured":"Zadeh MH, Seyyedi MA (2011) Applying a predictive approach for QoS monitoring in web service. Commun Comput Inf Sci 142(1): 237\u2013241","journal-title":"Commun Comput Inf Sci"},{"key":"9358_CR83","doi-asserted-by":"crossref","unstructured":"Zahoor E, Perrin O, Godart C (2009) An integrated declaratve approach to web services composition and monitoring. Lect Notes Comput Sci 5802:247\u2013260","DOI":"10.1007\/978-3-642-04409-0_28"},{"key":"9358_CR84","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1007\/978-3-540-74974-5_11","volume":"4749\/2007","author":"L Zeng","year":"2007","unstructured":"Zeng L, Lei H, Chang H (2007) Monitoring the QoS for web services. Serv Oriented Comput Lect Notes Comput Sci 4749\/2007: 132\u2013144","journal-title":"Serv Oriented Comput Lect Notes Comput Sci"},{"key":"9358_CR85","unstructured":"Zhou C, Chia L-T, Lee BS (2004) DAML-QoS ontology for web services. In: Proceedings of the IEEE international conference on web services, 2004, pp 472\u2013479"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-012-9358-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10462-012-9358-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-012-9358-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,19]],"date-time":"2025-04-19T21:23:13Z","timestamp":1745097793000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10462-012-9358-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,10,30]]},"references-count":85,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2014,12]]}},"alternative-id":["9358"],"URL":"https:\/\/doi.org\/10.1007\/s10462-012-9358-7","relation":{},"ISSN":["0269-2821","1573-7462"],"issn-type":[{"type":"print","value":"0269-2821"},{"type":"electronic","value":"1573-7462"}],"subject":[],"published":{"date-parts":[[2012,10,30]]}}}