{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:42:36Z","timestamp":1774946556146,"version":"3.50.1"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,10,27]],"date-time":"2015-10-27T00:00:00Z","timestamp":1445904000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1007\/s11277-015-3082-y","type":"journal-article","created":{"date-parts":[[2015,10,27]],"date-time":"2015-10-27T04:59:18Z","timestamp":1445921958000},"page":"499-512","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":28,"title":["Role of Agent Technology in Web Usage Mining: Homomorphic Encryption Based Recommendation for E-commerce Applications"],"prefix":"10.1007","volume":"87","author":[{"given":"S.","family":"Sobitha Ahila","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K. L.","family":"Shunmuganathan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,27]]},"reference":[{"key":"3082_CR1","unstructured":"AHamo, Y. & Aljawaherry, M. A. (2012). Constructing a collaborative multi-agents system tool for realtime system requirements. International Journal of Computer Science (IJCSI), 9(4), 134\u2013140."},{"issue":"2","key":"3082_CR2","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/S0957-4174(03)00138-6","volume":"26","author":"Y Cho","year":"2004","unstructured":"Cho, Y., & Kim, J. (2004). Application of Web usage mining and product taxonomy to collaborative recommendations in ecommerce. Expert Systems with Applications, 26(2), 233\u2013246.","journal-title":"Expert Systems with Applications"},{"issue":"3","key":"3082_CR3","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1016\/S0957-4174(02)00052-0","volume":"23","author":"Y Cho","year":"2002","unstructured":"Cho, Y., Kim, J., & Kim, S. (2002). A personalized recommender system based on web usage mining and decision tree induction. Expert Systems with Applications, 23(3), 329\u2013342.","journal-title":"Expert Systems with Applications"},{"key":"3082_CR4","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/BF03325089","volume":"1","author":"R Cooley","year":"1999","unstructured":"Cooley, R., Mobasher, B., & Srivastava, J. (1999). Data preparation for mining world wide web browsing patterns. Knowledge and Information Systems, 1, 5\u201332.","journal-title":"Knowledge and Information Systems"},{"key":"3082_CR5","doi-asserted-by":"crossref","unstructured":"Devi, B., Devi, Y., Rani, B., & Rao, R. (2012). Design and implementation of web usage mining intelligent system in the field of e-commerce. In International conference on communication technology and system design procedia engineering (Vol. 30, pp. 20\u201327).","DOI":"10.1016\/j.proeng.2012.01.829"},{"key":"3082_CR6","doi-asserted-by":"crossref","unstructured":"Domenech, J. M., & Lorenzo, J. (2007). A tool for web usage mining. In 8th international conference on intelligent data engineering and automated learning, 2007.","DOI":"10.1007\/978-3-540-77226-2_70"},{"key":"3082_CR7","unstructured":"Erkin, Z., Beye, M., Veugen, T., & Lagendijk, R. L. (2010). Privacy enhanced recommender system. In Thirty-first symposium on information theory in the Benelux (pp. 35\u201342), Rotterdam."},{"key":"3082_CR8","doi-asserted-by":"crossref","DOI":"10.4018\/978-1-60566-242-8.ch056","volume-title":"Privacy-preserving data mining","author":"A Evfimievski","year":"2009","unstructured":"Evfimievski, A., & Grandison, T. (2009). Privacy-preserving data mining. San Jose: IBM Almaden Research Center."},{"key":"3082_CR9","unstructured":"Foner, L. (1999). Political artifacts and personal privacy: The yenta multi-agent distributed matchmaking system. PhD thesis, MIT."},{"key":"3082_CR10","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1007\/0-387-25465-X_42","volume-title":"The data mining and knowledge discovery handbook","author":"J F\u00fcrnkranz","year":"2005","unstructured":"F\u00fcrnkranz, J. (2005). Web mining. In O. Maimon & L. Rokach (Eds.), The data mining and knowledge discovery handbook (pp. 899\u2013920). Berlin: Springer."},{"key":"3082_CR11","unstructured":"Gahi, Y., Guennoun, M., & El-Khatib, K. (2011). A secure database system using homomorphic encryption schemes. In The third international conference on advances in databases, knowledge, and data applications (DBKDA) (pp. 54\u201358)."},{"issue":"4","key":"3082_CR12","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1016\/j.knosys.2006.04.001","volume":"19","author":"YM Huang","year":"2006","unstructured":"Huang, Y. M., Kuo, Y. H., Chen, J. N., & Jeng, Y. L. (2006). NP-miner: A real-time recommendation algorithm by using web usage mining. Knowledge-Based Systems, 19(4), 272\u2013286.","journal-title":"Knowledge-Based Systems"},{"issue":"2","key":"3082_CR13","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/S0004-3702(99)00107-1","volume":"117","author":"NR Jennings","year":"2000","unstructured":"Jennings, N. R. (2000). On agent-based software engineering. Artificial Intelligence, 117(2), 277\u2013296.","journal-title":"Artificial Intelligence"},{"issue":"3","key":"3082_CR14","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/j.rcim.2005.04.003","volume":"22","author":"J Jiao","year":"2006","unstructured":"Jiao, J., You, X., & Kumar, A. (2006). An agent-based framework for collaborative negotiation in the global manufacturing supply chain network. Robotics and Computer-Integrated Manufacturing, 22(3), 239\u2013255.","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"key":"3082_CR15","doi-asserted-by":"crossref","unstructured":"Khosravi, M., & Tarokh, M. J. (2010). Dynamic mining of users interest navigation patterns using naive bayesian method. In Intelligent computer communication and processing (ICCP). IEEE (pp. 119\u2013122).","DOI":"10.1109\/ICCP.2010.5606453"},{"issue":"4","key":"3082_CR16","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1109\/MCSE.2004.23","volume":"6","author":"P Kolari","year":"2004","unstructured":"Kolari, P., & Joshi, A. (2004). Web mining: Research and practice. Computing in Science & Engineering, 6(4), 49\u201353.","journal-title":"Computing in Science & Engineering"},{"key":"3082_CR17","doi-asserted-by":"crossref","unstructured":"Lindell, Y., & Pinkas, B. (2000). Privacy preserving data mining. In Lecture notes in computer science. Proceedings of advances in cryptology: Crypto\u2019 2000 (Vol. 1880, pp. 20\u201324). Springer, Berlin.","DOI":"10.1007\/3-540-44598-6_3"},{"key":"3082_CR18","unstructured":"Link, H., Saia, J., Lane, T., & LaViolette, R. A. (2005). The impact of social networks on multi-agent recommender systems. In Proceedings of the workshop on cooperative multi-agent learning (ECML\/PKDD\u201905)."},{"key":"3082_CR19","doi-asserted-by":"crossref","unstructured":"Marivate, V. N., Ssali, G., & Marwala, T. (2008). An intelligent multi-agent recommender system for human capacity building (pp. 909\u2013915).","DOI":"10.1109\/MELCON.2008.4618553"},{"key":"3082_CR20","doi-asserted-by":"crossref","unstructured":"Paydar, S., & Kahani, M. (2011). An agent-based framework for automated testing of web-based systems. Journal of Software Engineering and Applications, 4, 86\u201394.","DOI":"10.4236\/jsea.2011.42010"},{"key":"3082_CR21","doi-asserted-by":"crossref","unstructured":"Qingning, H., Hong, Z., & Greenwood, S. (2003). A multi-agent software engineering environment for testing web-based applications (pp. 210\u2013215).","DOI":"10.1109\/CMPSAC.2003.1245343"},{"key":"3082_CR22","doi-asserted-by":"crossref","unstructured":"Varnagar, C. R., Madhak, N. N., Kodinariya, T. M. & Rathod, J. N. (2013). Web usage mining: A review on process, methods and techniques. In International conference on information communication and embedded systems (ICICES) (pp. 40\u201346). IEEE.","DOI":"10.1109\/ICICES.2013.6508399"},{"key":"3082_CR23","doi-asserted-by":"crossref","unstructured":"Yao, A. C. (1982). Protocols for secure computations. IEEE Foundations of Computer Science. In SFCS \u201808. 23rd annual symposium (pp. 160\u2013164). doi: 10.1109\/SFCS.1982.38 .","DOI":"10.1109\/SFCS.1982.38"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-015-3082-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11277-015-3082-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-015-3082-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T09:18:29Z","timestamp":1559380709000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11277-015-3082-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,27]]},"references-count":23,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,3]]}},"alternative-id":["3082"],"URL":"https:\/\/doi.org\/10.1007\/s11277-015-3082-y","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,27]]}}}