{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T16:41:09Z","timestamp":1725986469287},"publisher-location":"Berlin, Heidelberg","reference-count":56,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662579312"},{"type":"electronic","value":"9783662579329"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-662-57932-9_4","type":"book-chapter","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T11:30:44Z","timestamp":1533123044000},"page":"113-150","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Comprehensive Approach for Designing Business-Intelligence Solutions with Multi-agent Systems in Distributed Environments"],"prefix":"10.1007","author":[{"given":"Karima","family":"Qayumi","sequence":"first","affiliation":[]},{"given":"Alex","family":"Norta","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,2]]},"reference":[{"issue":"4","key":"4_CR1","first-page":"31","volume":"2","author":"A-R Bologa","year":"2011","unstructured":"Bologa, A.-R., Bologa, R.: Business intelligence using software agents. Database Syst. J. 2(4), 31\u201342 (2011)","journal-title":"Database Syst. J."},{"key":"4_CR2","unstructured":"Draheim, D.: Smart business process management. In: 2011 BPM and Workflow Handbook, Digital Edition. Future Strategies, Workflow Management Coalition, pp. 207\u2013223 (2012)"},{"key":"4_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-5031-2_12","volume-title":"Software Engineering Frameworks for the Cloud Computing Paradigm","author":"C Atkinson","year":"2013","unstructured":"Atkinson, C., Draheim, D.: Cloud-aided software engineering: evolving viable software systems through a web of views. In: Mahmood, Z., Saeed, S. (eds.) Software Engineering Frameworks for the Cloud Computing Paradigm. Springer, London (2013). https:\/\/doi.org\/10.1007\/978-1-4471-5031-2_12"},{"key":"4_CR4","doi-asserted-by":"publisher","DOI":"10.1007\/978-90-481-3658-2_35","volume-title":"Innovations and Advances in Computer Sciences and Engineering","author":"TF Mabrouk","year":"2010","unstructured":"Mabrouk, T.F., El-Sherbiny, M.M., Guirguis, S.K., Shawky, A.Y.: A multi-agent role-based system for business intelligence. In: Sobh, T. (ed.) Innovations and Advances in Computer Sciences and Engineering. Springer, Dordrecht (2010). https:\/\/doi.org\/10.1007\/978-90-481-3658-2_35"},{"key":"4_CR5","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45023-8","volume-title":"Multi-Agent Systems and Applications III","author":"JG Carbonell","year":"2005","unstructured":"Carbonell, J.G., Siekmann, J.: Multi-Agent Systems and Applications III. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/3-540-45023-8"},{"issue":"6","key":"4_CR6","first-page":"1","volume":"4","author":"R Hemamalini","year":"2014","unstructured":"Hemamalini, R., Mary, L.J.: An analysis on multi - agent based distributed data mining system. Int. J. Sci. Res. Publ. 4(6), 1\u20136 (2014)","journal-title":"Int. J. Sci. Res. Publ."},{"issue":"3","key":"4_CR7","first-page":"107","volume":"2","author":"S Devi","year":"2014","unstructured":"Devi, S.: A survey on distributed data mining and its trends. Int. J. Res. Eng. Technol. 2(3), 107\u2013120 (2014)","journal-title":"Int. J. Res. Eng. Technol."},{"issue":"4","key":"4_CR8","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1007\/s10799-012-0124-y","volume":"13","author":"L Zeng","year":"2012","unstructured":"Zeng, L., et al.: Distributed data mining: a survey. Inf. Technol. Manage. 13(4), 403\u2013409 (2012)","journal-title":"Inf. Technol. Manage."},{"issue":"5","key":"4_CR9","first-page":"338","volume":"8","author":"NK Salih","year":"2011","unstructured":"Salih, N.K., Zang, T., Viju, G.K., Mohamed, A.A.: Autonomic management for multi-agent systems. IJCSI Int. J. Comput. Sci. Issues 8(5), 338\u2013341 (2011)","journal-title":"IJCSI Int. J. Comput. Sci. Issues"},{"key":"4_CR10","first-page":"877","volume":"36","author":"C Lee","year":"2009","unstructured":"Lee, C., Lau, H., Ho, G., Ho, W.: Design and development of agent-based procurement system to enhance business intelligence Expert syst. Appl. 36, 877\u2013884 (2009)","journal-title":"Appl."},{"issue":"2","key":"4_CR11","doi-asserted-by":"publisher","first-page":"85","DOI":"10.24297\/ijct.v5i2.3527","volume":"5","author":"MO Khozium","year":"2013","unstructured":"Khozium, M.O.: Multi-agent system overview: architectural designing using practical approach. Int. J. Comput. Technol. 5(2), 85\u201393 (2013)","journal-title":"Int. J. Comput. Technol."},{"key":"4_CR12","unstructured":"Kargupta, H., Hamzaoglu, I., Stafford, B.: Scalable, distributed data mining-an agent architecture. In: Proceedings Third International Conference on Knowledge Discovery and Data Mining, pp. 211\u2013214 (1997)"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Krishnaswamy, S., Zaslavsky, A., Loke, S.W.: An architecture to support distributed data mining services in e-commerce environments. In: Advanced Issues of E-Commerce and Web-Based Information Systems, WECWIS 2000, pp. 239\u2013246 (2000)","DOI":"10.1109\/WECWIS.2000.853881"},{"issue":"3","key":"4_CR14","first-page":"342","volume":"2","author":"SK Sen","year":"2012","unstructured":"Sen, S.K., Dash, S., Pattanayak, S.P.: Agent based meta learning in distributed data mining system. Int. J. Eng. Res. Appl. (IJERA) 2(3), 342\u2013348 (2012)","journal-title":"Int. J. Eng. Res. Appl. (IJERA)"},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Loebbert, A., Finnie, G.: A multi-agent framework for distributed business intelligence systems. In: 45th Hawaii International Conference on System Sciences (2012)","DOI":"10.1109\/HICSS.2012.68"},{"issue":"1","key":"4_CR16","first-page":"59","volume":"3","author":"E Ghandehari","year":"2015","unstructured":"Ghandehari, E., Saadatjoo, F., Chahooki, M.A.Z.: Method integration: an approach to develop agent oriented methodologies. J. Artif. Intell. Data Min. 3(1), 59\u201376 (2015)","journal-title":"J. Artif. Intell. Data Min."},{"key":"4_CR17","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7682.001.0001","volume-title":"The Art of Agent-Oriented Modeling","author":"LS Sterling","year":"2009","unstructured":"Sterling, L.S., Taveter, K.: The Art of Agent-Oriented Modeling. MIT Press Ebooks, Cambridge (2009)"},{"key":"4_CR18","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1023\/B:AGNT.0000018806.20944.ef","volume":"8","author":"P Bresciani","year":"2004","unstructured":"Bresciani, P., Perini, A., Giogini, P., Giunchiglia, F., Mylopoulos, J.: Tropos: an agent-oriented software development methodology. Auton. Agent. Multi-Agent Syst. 8, 203\u2013236 (2004)","journal-title":"Auton. Agent. Multi-Agent Syst."},{"key":"4_CR19","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/11559221_19","volume-title":"Multi-Agent Systems and Applications IV","author":"M Cossentino","year":"2005","unstructured":"Cossentino, M., Gaglio, S., Sabatucci, L., Seidita, V.: The PASSI and agile PASSI MAS meta-models compared with a unifying proposal. In: P\u011bchou\u010dek, M., Petta, P., Varga, L.Z. (eds.) CEEMAS 2005. LNCS (LNAI), vol. 3690, pp. 183\u2013192. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/11559221_19"},{"key":"4_CR20","doi-asserted-by":"crossref","unstructured":"Juan, T., Pearce, A., Sterling, L.: ROADMAP: extending the Gaia methodology for complex open system. In: The first International Joint Conference on Autonomous Agents and Multiagent System: Part 1, pp. 3\u201310. ACM (2002)","DOI":"10.1145\/544741.544744"},{"issue":"4","key":"4_CR21","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1002\/cir.1032","volume":"12","author":"KC Desouza","year":"2001","unstructured":"Desouza, K.C.: Intelligent agents for competitive intelligence: survey of applications. Compet. Intell. Rev. 12(4), 57\u201363 (2001)","journal-title":"Compet. Intell. Rev."},{"issue":"8","key":"4_CR22","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1145\/1978542.1978562","volume":"54","author":"S Chaudhuri","year":"2011","unstructured":"Chaudhuri, S., Dayal, U., Narasayya, V.: An overview of business intelligence technology. Commun. ACM 54(8), 88\u201398 (2011)","journal-title":"Commun. ACM"},{"key":"4_CR23","unstructured":"Expert OLAP.com. http:\/\/olap.com\/learn-bi-olap\/olap-bi-definitions\/business-intelligence\/ . Accessed 21 Dec 2017"},{"key":"4_CR24","first-page":"135","volume":"2","author":"CM Ozlszak","year":"2007","unstructured":"Ozlszak, C.M., Ziemba, E.: Approach to building and implementing business intelligence system. Interdiscip. Jo. Inf. Knowl. Manag. 2, 135\u2013148 (2007)","journal-title":"Interdiscip. Jo. Inf. Knowl. Manag."},{"issue":"1","key":"4_CR25","first-page":"60","volume":"9","author":"J Ranjan","year":"2009","unstructured":"Ranjan, J.: Business intelligence: concept, components, techniques and benefits. J. Theor. Appl. Inf. Technol. 9(1), 60\u201370 (2009)","journal-title":"J. Theor. Appl. Inf. Technol."},{"key":"4_CR26","unstructured":"Matillion: What businesses really want from business intelligence and Analytics (2017). www.matillion.com"},{"issue":"11","key":"4_CR27","first-page":"2804","volume":"9","author":"S Liu","year":"2014","unstructured":"Liu, S.: Business Intelligence Fusion Based on Multi-agent and Complex Network. J. Softw. 9(11), 2804\u20132812 (2014)","journal-title":"J. Softw."},{"key":"4_CR28","unstructured":"Bobek, S., Perko, I.: Intelligent agent based business intelligence. In: Current Developments in Technology-Assisted Education, pp. 1047\u20131051 (2006)"},{"issue":"1","key":"4_CR29","doi-asserted-by":"publisher","first-page":"75","DOI":"10.2307\/25148625","volume":"28","author":"AR Hevner","year":"2014","unstructured":"Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. MIS Q. 28(1), 75\u2013105 (2014)","journal-title":"MIS Q."},{"key":"4_CR30","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1007\/978-3-540-25943-5_6","volume-title":"Agent-Oriented Information Systems","author":"KH Dam","year":"2004","unstructured":"Dam, K.H., Winikoff, M.: Comparing agent-oriented methodologies. In: Giorgini, P., Henderson-Sellers, B., Winikoff, M. (eds.) AOIS -2003. LNCS (LNAI), vol. 3030, pp. 78\u201393. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-25943-5_6"},{"key":"4_CR31","doi-asserted-by":"crossref","unstructured":"A. Sturm and O. Shehory, \u201cA framework for evaluating agent-oriented methodologies,\u201d Agent-Oriented Information Systems, Springer, pp. 94\u2013109, 2004","DOI":"10.1007\/978-3-540-25943-5_7"},{"key":"4_CR32","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1007\/978-3-540-25943-5_7","volume-title":"Agent-Oriented Information Systems","author":"A Sturm","year":"2004","unstructured":"Sturm, A., Shehory, O.: A framework for evaluating agent-oriented methodologies. In: Giorgini, P., Henderson-Sellers, B., Winikoff, M. (eds.) AOIS -2003. LNCS (LNAI), vol. 3030, pp. 94\u2013109. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-25943-5_7"},{"key":"4_CR33","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1007\/3-540-48437-X_2","volume-title":"Multi-Agent System Engineering","author":"DE Herlea","year":"1999","unstructured":"Herlea, D.E., Jonker, C.M., Treur, J., Wijngaards, N.J.E.: Specification of bahavioural requirements within compositional multi-agent system design. In: Garijo, Francisco J., Boman, M. (eds.) MAAMAW 1999. LNCS (LNAI), vol. 1647, pp. 8\u201327. Springer, Heidelberg (1999). https:\/\/doi.org\/10.1007\/3-540-48437-X_2"},{"key":"4_CR34","doi-asserted-by":"crossref","unstructured":"Padgham, L., Winikoff, M.: Prometheus: a methodology for developing intelligent agents. In: Agent-Oriented Software Engineering III, pp. 174\u2013185 (2003)","DOI":"10.1007\/3-540-36540-0_14"},{"key":"4_CR35","unstructured":"Bernon, C., Gleizes, M.-P., Picard, G., Glize, P.: The ADELFE methodology for an intranet system design. In: Equipe SMAC; Syst\u00e8mes Multi-Agents Coop\u00e9ratifs (2002)"},{"issue":"7\u20138","key":"4_CR36","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/j.infsof.2007.07.005","volume":"50","author":"Q-NN Tran","year":"2008","unstructured":"Tran, Q.-N.N., Low, G.: MOBMAS: a methodology for ontology-based multi-agent systems development. Inf. Softw. Technol. 50(7\u20138), 697\u2013722 (2008)","journal-title":"Inf. Softw. Technol."},{"issue":"4","key":"4_CR37","first-page":"10","volume":"63","author":"F Soleimanian","year":"2013","unstructured":"Soleimanian, F., Zabardast, B., Amini, E.: Analysis and design by agent based MaSE methodology: a case study. Int. J. Comput. Appl. 63(4), 10\u201315 (2013)","journal-title":"Int. J. Comput. Appl."},{"key":"4_CR38","doi-asserted-by":"crossref","unstructured":"Wooldridge, M., Jennings, N.R., Kinny, D.: The Gaia mthodology for agent-oriented analysis and design. In: JAAMAS, pp. 1\u201327 (2000)","DOI":"10.1145\/301136.301165"},{"issue":"3","key":"4_CR39","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1145\/958961.958963","volume":"12","author":"F Zamboell","year":"2003","unstructured":"Zamboell, F., Jennings, N.R., Wooldridge, M.: Developing multiagent systems: the Gaia methodology. ACM Trans. Softw. Eng. Methodol. (TOSEM) 12(3), 317\u2013370 (2003)","journal-title":"ACM Trans. Softw. Eng. Methodol. (TOSEM)"},{"key":"4_CR40","doi-asserted-by":"crossref","unstructured":"Taveter, K., Wagner, G.: Agent-oriented modeling and simulation of distributed manufacturing. Idea Group Inc., pp. 1\u201314 (2007)","DOI":"10.4018\/978-1-59140-984-7.ch035"},{"key":"4_CR41","doi-asserted-by":"crossref","unstructured":"Domann, J., Hartmann, S., Burkhardt, M., Barge, A., Albayrak, S.: An agile method for multiagent software engineering. In: The 1st International Workshop on Developing and Applying Agent Framework (DAAF), pp. 928\u2013934. ELSEVIER (2014)","DOI":"10.1016\/j.procs.2014.05.513"},{"key":"4_CR42","doi-asserted-by":"crossref","unstructured":"Norta, A., Yangarber, R., Carlson, L.: Utility evaluation of tools for collaborative development and maintenance of ontologies. In: 2010 14th IEEE International on Enterprise Distributed Object Computing Conference Workshops (EDOCW), pp. 207\u2013214 (2010)","DOI":"10.1109\/EDOCW.2010.30"},{"key":"4_CR43","doi-asserted-by":"crossref","unstructured":"Taveter, K.: Towards radical agent-oriented software engineering processes based on AOR modelling. In: Agent-oriented methodologies, Idea Group Inc., pp. 277\u2013316 (2005)","DOI":"10.4018\/978-1-59140-581-8.ch010"},{"issue":"2","key":"4_CR44","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1080\/088395100117106","volume":"14","author":"NR Jennings","year":"2000","unstructured":"Jennings, N.R., Norman, T.J., Faratin, P., O\u2019Brien, P., Odgers, B.: Autonomous agents for business process management. Appl. Artif. Intell. 14(2), 145\u2013189 (2000)","journal-title":"Appl. Artif. Intell."},{"key":"4_CR45","doi-asserted-by":"crossref","unstructured":"Al-Neaimi, A., Qatawneh, S., Saiyd, N.A.: Conducting verification and validation of multi-agent systems. arXiv preprint arXiv:1210.3640 (2012)","DOI":"10.5121\/ijsea.2012.3510"},{"key":"4_CR46","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-02161-9_1","volume-title":"Software Engineering for Self-Adaptive Systems","author":"Betty H C Cheng","year":"2009","unstructured":"Cheng, Betty H.C., et al.: Software engineering for self-adaptive systems: a research roadmap. In: Cheng, B.H.C., de Lemos, R., Giese, H., Inverardi, P., Magee, J. (eds.) Software Engineering for Self-Adaptive Systems. LNCS, vol. 5525, pp. 1\u201326. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-02161-9_1"},{"key":"4_CR47","doi-asserted-by":"publisher","DOI":"10.1007\/b95112","volume-title":"Coloured Petri Nets: Modelling and Validation of Concurrent Systems","author":"K Jensen","year":"2009","unstructured":"Jensen, K., Kristensen, L.M.: Coloured Petri Nets: Modelling and Validation of Concurrent Systems. Springer, Heidelderg (2009). https:\/\/doi.org\/10.1007\/b95112"},{"key":"4_CR48","doi-asserted-by":"crossref","unstructured":"Honby, G.S.: Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design. In: Proceedings of the 7th Annual Conference on Genetic and Evolutionary Computation, pp. 1729\u20131736. ACM (2005)","DOI":"10.1145\/1068009.1068297"},{"key":"4_CR49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-55862-1","volume-title":"Petri Nets and Other Models of Concurrency","author":"S Donatelli","year":"2006","unstructured":"Donatelli, S.: Petri Nets and Other Models of Concurrency. Springer, Turku (2006). https:\/\/doi.org\/10.1007\/978-3-662-55862-1"},{"key":"4_CR50","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1057\/ejis.2014.36","volume":"25","author":"J Venable","year":"2016","unstructured":"Venable, J., Pries-Heje, J., Baskerville, R.: FEDS: a framework for evaluation in design science research. Eur. J. Inf. Syst. 25, 77\u201389 (2016)","journal-title":"Eur. J. Inf. Syst."},{"key":"4_CR51","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-21915-8_1","volume-title":"Perspectives in Business Informatics Research","author":"A Norta","year":"2015","unstructured":"Norta, A.: Creation of smart-contracting collaborations for decentralized autonomous organizations. In: Matulevi\u010dius, R., Dumas, M. (eds.) BIR 2015. LNBIP, vol. 229, pp. 3\u201317. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-21915-8_1"},{"key":"4_CR52","doi-asserted-by":"crossref","unstructured":"Kutvonen, L., Norta, A., Ruohomaa, S.: Inter-enterprise business transaction management in open service ecosystems. In: 2012 IEEE 16th International Enterprise Distributed Object Computing Conference (EDOC), pp. 31\u201340 (2012)","DOI":"10.1109\/EDOC.2012.14"},{"key":"4_CR53","unstructured":"Thai, T.M., Amblard, F., Gaudou, B.: Combination framework of BI solution \\& multi-agent platform (CFBM) for multi-agent based simulations. In: 3EME Conference francophone sur le Gestion et l\u2019Extraction de Connaissances: Journ\u00e9e Atelier aide \u00e0 la D\u00e9cision \u00e0 tous les, Etages (AIDE@ EGC 2013), pp. 35\u201342 (2013)"},{"key":"4_CR54","unstructured":"Sperka, R.: Agent-based design of business intelligence system architecture. J. Appl. Econ. Sci. VII((3(21)) (2012)"},{"key":"4_CR55","first-page":"112","volume":"1","author":"M Venkatadri","year":"2010","unstructured":"Venkatadri, M., Sastry, M.G., Manjunath, G.: A novel business intelligence system framework. Univers. J. Comput. Sci. Eng. Technol. 1, 112\u2013116 (2010)","journal-title":"Univers. J. Comput. Sci. Eng. Technol."},{"key":"4_CR56","unstructured":"Rao, V.S.: Multi agent-based distributed data mining : an overview. Int. J. Rev. Comput. (2076\u20133328), 82\u201392 (2010)"}],"container-title":["Lecture Notes in Computer Science","Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXVII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-57932-9_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,28]],"date-time":"2022-08-28T15:35:32Z","timestamp":1661700932000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-57932-9_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783662579312","9783662579329"],"references-count":56,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-57932-9_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}