{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T12:01:18Z","timestamp":1747224078420,"version":"3.40.5"},"reference-count":62,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,4,1]]},"abstract":"<p>Advent of technologies like semantic web, multi-agent systems, web mining has changed the internet as knowledge provider. Web personalization offers a solution to the information overload problem in current web by providing users a personalized experience, considering their interest, behavior, context and emotions. Semantic web technology is based on use of software agents, ontologies and reasoning to add meaning to web information. An important technology for achieving personalization is the use of independent intelligent software agents. This work reviews, web personalization in the light of semantic web and software agent technology. A comparative study of recent works in the domain of web personalization has been carried out for this purpose. This review highlights ample scope for application of intelligent agents in the web personalization domain for solving many existing issues like personalized content management, user profile learning, modeling and adaptive interactions with users.<\/p>","DOI":"10.4018\/ijssmet.2015040103","type":"journal-article","created":{"date-parts":[[2015,5,4]],"date-time":"2015-05-04T12:33:58Z","timestamp":1430742838000},"page":"35-49","source":"Crossref","is-referenced-by-count":16,"title":["Semantics and Agents Oriented Web Personalization"],"prefix":"10.4018","volume":"6","author":[{"given":"Aarti","family":"Singh","sequence":"first","affiliation":[{"name":"MMICT and BM, MMU, Ambala, India"}]},{"given":"Anu","family":"Sharma","sequence":"additional","affiliation":[{"name":"MMICT and BM, MMU, Ambala, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8437-498X","authenticated-orcid":true,"given":"Nilanjan","family":"Dey","sequence":"additional","affiliation":[{"name":"Department of ETCE, Jadavpur University, Kolkata, India"}]}],"member":"2432","reference":[{"key":"ijssmet.2015040103-0","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21064-8_26"},{"key":"ijssmet.2015040103-1","doi-asserted-by":"publisher","DOI":"10.4018\/ijssmet.2014010103"},{"key":"ijssmet.2015040103-2","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2009.111"},{"key":"ijssmet.2015040103-3","doi-asserted-by":"publisher","DOI":"10.1109\/DSDE.2010.30"},{"key":"ijssmet.2015040103-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2014.05.403"},{"key":"ijssmet.2015040103-5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.08.031"},{"key":"ijssmet.2015040103-6","doi-asserted-by":"publisher","DOI":"10.1145\/1278366.1278371"},{"key":"ijssmet.2015040103-7","doi-asserted-by":"crossref","DOI":"10.1007\/11577935_1","article-title":"Intelligent Techniques for Web Personalization","volume":"Vol. 3169","author":"S. S.Anand","year":"2005","journal-title":"Intelligent Techniques for Web Personalization (pp-1-36)"},{"key":"ijssmet.2015040103-8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.01.086"},{"issue":"1","key":"ijssmet.2015040103-9","first-page":"1","article-title":"Ontology based user modeling for personalized information access","volume":"7","author":"P. K.Bhowmick","year":"2010","journal-title":"International Journal of Computer Science and Applications"},{"key":"ijssmet.2015040103-10","doi-asserted-by":"publisher","DOI":"10.4018\/ijssmet.2013070103"},{"key":"ijssmet.2015040103-11","doi-asserted-by":"publisher","DOI":"10.4018\/jssmet.2013040101"},{"key":"ijssmet.2015040103-12","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-011-9097-5"},{"key":"ijssmet.2015040103-13","doi-asserted-by":"publisher","DOI":"10.1145\/1529282.1529601"},{"key":"ijssmet.2015040103-14","unstructured":"Chamiel, G., & Pagnucco, M. (2009).Ontology Guided Dynamic Preference Elicitation, Proceedings of 3rd ACM Conference on Recommender Systems & the Social Web, New York, USA, 41-48."},{"issue":"1","key":"ijssmet.2015040103-15","first-page":"1","article-title":"Intelligent agents for the semantic adaptive e-learning system","volume":"1","author":"T.Chellatamilan","year":"2011","journal-title":"International Journal of Computer Applications ICACT"},{"key":"ijssmet.2015040103-16","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2012.2188592"},{"key":"ijssmet.2015040103-17","unstructured":"Dai, H., & Mobasher, B. (2003). A road map to more effective web personalization: integrating domain knowledge with web usage mining, Proceedings of the International Conference on Internet Computing, Las Vegas, Nevada, 1-8."},{"key":"ijssmet.2015040103-18","unstructured":"Ehlert, P. (2003). Intelligent user interfaces: introduction and survey, Research Report DKS03-01\/ICE 01, Faculty of Information Technology and Systems, Delft University of Technology, The Netherlands."},{"key":"ijssmet.2015040103-19","doi-asserted-by":"publisher","DOI":"10.1145\/643477.643478"},{"key":"ijssmet.2015040103-20","doi-asserted-by":"publisher","DOI":"10.1145\/956755.956765"},{"key":"ijssmet.2015040103-21","doi-asserted-by":"publisher","DOI":"10.4018\/ijssmet.2013100103"},{"key":"ijssmet.2015040103-22","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.22"},{"key":"ijssmet.2015040103-23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-05503-9_25"},{"key":"ijssmet.2015040103-24","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-011-0389-x"},{"key":"ijssmet.2015040103-25","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-012-9124-1"},{"key":"ijssmet.2015040103-26","doi-asserted-by":"crossref","unstructured":"Gim, J., Jung, H., & Jeong, D. (2015). XOnto-Apriori: An Effective Association Rule Mining Algorithm for Personalized Recommendation Systems, In Park, J. J.,Stojmenovic, I., Jeong, H. Y. & Yi, G.(Eds), Computer Science and its Applications(pp 1131-1138), Lecture Notes in Electrical Engineering, Volume 330, Berlin Heidelberg:Springer-Verlag","DOI":"10.1007\/978-3-662-45402-2_160"},{"key":"ijssmet.2015040103-27","unstructured":"Hariri, N., Mobasher, B., & Burke, R. (2013). Personalized text-based music retrieval. Intelligent Techniques for Web Personalization and Recommendation: Papers from the AAAI 2013 Workshop, 24-30."},{"key":"ijssmet.2015040103-28","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT.2011"},{"key":"ijssmet.2015040103-29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.09.002"},{"key":"ijssmet.2015040103-30","doi-asserted-by":"publisher","DOI":"10.14778\/2536274.2536330"},{"key":"ijssmet.2015040103-31","doi-asserted-by":"crossref","unstructured":"IJntema, W., Frasincar, F., Goossen, F., & Hogenboom, F. (2010). Ontology-Based News Recommendation, Proceedings of EDBT \u201810, New York, USA, Article no. 16.","DOI":"10.1145\/1754239.1754257"},{"key":"ijssmet.2015040103-32","unstructured":"Kalfoglou, Y., Domingue, J., Vargas-Vera, E. M. M., & Shum, S. B. (2001). myPlanet: an ontology-driven Web-based personalized news service, www.kmi.open.ac.uk\/tr\/papers\/kmi-tr-102.pdf"},{"key":"ijssmet.2015040103-33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011187500863"},{"issue":"1","key":"ijssmet.2015040103-34","first-page":"36","article-title":"The Semantic Web","volume":"5","author":"T. B.Lee","year":"2001","journal-title":"Scientific American"},{"key":"ijssmet.2015040103-35","doi-asserted-by":"publisher","DOI":"10.1016\/S0957-4174(02)00015-5"},{"key":"ijssmet.2015040103-36","doi-asserted-by":"publisher","DOI":"10.4304\/jetwi.4.3.285-296"},{"key":"ijssmet.2015040103-37","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963773"},{"key":"ijssmet.2015040103-38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.081"},{"key":"ijssmet.2015040103-39","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.78"},{"issue":"4","key":"ijssmet.2015040103-40","first-page":"29","article-title":"State of the art of a multi-agent based recommender system for active software engineering ontology","volume":"3","author":"U.Pakdeetrakulwong","year":"2013","journal-title":"International Journal of Digital Information and Wireless Communications"},{"key":"ijssmet.2015040103-41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026238916441"},{"issue":"1","key":"ijssmet.2015040103-42","first-page":"1","article-title":"Ontology-based intelligent multi-agent for diet food recommendation","volume":"4","author":"K.Prakash","year":"2013","journal-title":"International Journal of Scientific & Engineering Research"},{"key":"ijssmet.2015040103-43","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2011.2132712"},{"key":"ijssmet.2015040103-44","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2013.07.003"},{"key":"ijssmet.2015040103-45","doi-asserted-by":"publisher","DOI":"10.1109\/ICIME.2009.131"},{"key":"ijssmet.2015040103-46","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-011-0386-4"},{"key":"ijssmet.2015040103-47","doi-asserted-by":"crossref","unstructured":"Sieg, A., Mobasher, B., & Burke, R. (2007). Ontological user profiles for personalized web search, American Association for Artificial Intelligence, 84-91.","DOI":"10.1109\/WI-IATW.2007.112"},{"issue":"3","key":"ijssmet.2015040103-48","first-page":"123","article-title":"Wisdom Web: The WWW Generation Next.","volume":"3","author":"A.Singh","year":"2012","journal-title":"International Journal of Advancements in Technology"},{"key":"ijssmet.2015040103-49","doi-asserted-by":"crossref","unstructured":"Singh, A., & Alhadidi, B. (2013). Knowledge Oriented Personalized Search Engine: A Step Towards Wisdom Web. International Journal of Computer Applications (IJCA), U.S.A., 76(8), August 2013.","DOI":"10.5120\/13264-0744"},{"issue":"7","key":"ijssmet.2015040103-50","first-page":"96","article-title":"State of Art in Ontology Development Tools.","volume":"2","author":"A.Singh","year":"2013","journal-title":"International Journal of Advances in Computer Science & Technology"},{"key":"ijssmet.2015040103-51","first-page":"304","article-title":"Automatic Domain Ontology Construction Mechanism.","author":"A.Singh","year":"2013","journal-title":"Proceedings of IEEE International Conference on Recent Advances in Intelligent Computing Systems (RAICS)"},{"issue":"4","key":"ijssmet.2015040103-52","first-page":"67","article-title":"An extensive analysis of implementation issues in semantic web","volume":"5","author":"A.Singh","year":"2009","journal-title":"International Journal of Information Technology"},{"issue":"5","key":"ijssmet.2015040103-53","first-page":"1227","article-title":"General Design Structure of Ontological Databases in Semantic Web.","volume":"2","author":"A.Singh","year":"2010","journal-title":"International Journal of Engineering Science and Technology"},{"issue":"10","key":"ijssmet.2015040103-54","first-page":"4283","article-title":"Exploring Web Usage Mining with Scope of Agent Technology.","volume":"4","author":"A.Singh","year":"2012","journal-title":"International Journal of Engineering Science and Technology"},{"key":"ijssmet.2015040103-55","first-page":"26","article-title":"An insight on web personalization.","author":"A.Singh","year":"2013","journal-title":"Proceedings of National Conference on Emerging Computing Technologies in Changing Global Scenario (NCETCGS-2013)"},{"key":"ijssmet.2015040103-56","doi-asserted-by":"publisher","DOI":"10.4018\/ijssmet.2013070102"},{"key":"ijssmet.2015040103-57","doi-asserted-by":"publisher","DOI":"10.1504\/IJMSO.2010.032649"},{"key":"ijssmet.2015040103-58","doi-asserted-by":"publisher","DOI":"10.1145\/1980022.1980133"},{"key":"ijssmet.2015040103-59","unstructured":"Trajkova, J., & Gauch, S. (2004). Improving ontology-based user profiles. Proceedings of RIAO 2004, University of Avignon (Vaucluse), France, April 26-28, 380-389."},{"key":"ijssmet.2015040103-60","doi-asserted-by":"publisher","DOI":"10.1109\/ICoAC.2012.6416815"},{"key":"ijssmet.2015040103-61","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888900008122"}],"container-title":["International Journal of Service Science, Management, Engineering, and Technology"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=127975","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T19:52:08Z","timestamp":1654113128000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/ijssmet.2015040103"}},"subtitle":["State of the Art"],"short-title":[],"issued":{"date-parts":[[2015,4,1]]},"references-count":62,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"URL":"https:\/\/doi.org\/10.4018\/ijssmet.2015040103","relation":{},"ISSN":["1947-959X","1947-9603"],"issn-type":[{"type":"print","value":"1947-959X"},{"type":"electronic","value":"1947-9603"}],"subject":[],"published":{"date-parts":[[2015,4,1]]}}}