Warianty tytułu
Języki publikacji
Abstrakty
Niniejsze opracowanie dotyczy metod profilowania użytkownika i stanowi podsumowanie dorobku w tej dziedzinie, a także wskazuje na możliwości wykorzystania profili w prognozowaniu, w szczególności z perspektywy systemu Future Energy Management System tworzonego na Uniwersytecie Ekonomicznym w Poznaniu. Celem projektu jest zbudowanie systemu pozwalającego na zarządzanie mikrosieciami energetycznymi, w tym przede wszystkim prognozowanie wielkości produkowanej/zużywanej energii elektrycznej. W opracowaniu opisano pojęcie profilu i modelu użytkownika, wskazane zastosowania profilu oraz zawarte w nim cechy opisywanego bytu. Zaprezentowano sposoby reprezentacji profilu, w szczególności koncentrując się na strukturach danych reprezentujących profil, sposobu reprezentacji w tym profilu różnorodnych zmiennych. Przedstawiono profil mogący być wykorzystany w prognozowaniu zużycia energii elektrycznej oraz krótką dyskusję. (fragment tekstu)
Rocznik
Strony
71-104
Opis fizyczny
Twórcy
autor
- Uniwersytet Ekonomiczny w Poznaniu
autor
- Uniwersytet Ekonomiczny w Poznaniu
Bibliografia
- Abramowicz W.: Filtrowanie informacji. AE, Poznań, 2008.
- Abramowicz W., Bukowska E., Kaczmarek M., and Starzecka M.: Semantic-enabled Efficient and Scalable Retrieval of Experts. In eKnow 2011, The Third International Conference on Information, Process, and Knowledge Management, 2011.
- Gediminas Adomavicius and Alexander Tuzhilin. Using Data Mining Methods to Build Customer Profiles. "Computer" 2001, February.
- Adomavicius G. and Tuzhilin A.: Personalisation Technologies: A Process-oriented Perspective. "Communications of the ACM" 2005.
- Agrawal R., Imieliński T., and Swami A.: Mining Association Rules Between Sets of Items in Large Databases. "SIGMOD Rec." 1993, June.
- Akiba T. and Tanaka H.: A Bayesian Approach for User Modeling in Dialogue Systems. In Proceedings of the 15th Conference on Computational Linguistics. Morristown, New York, USA, 1994.
- Breitman K.K., Cesar J., and Leite S.P.: Lexicon Based Ontology Construction, 2003.
- Brusilovsky P. and Mill E. an: User Models for Adaptive Hypermedia and Adaptive Educational Systems, 2007.
- Brusilovsky P.: Adaptive Hypermedia: An Attempt to Analyse and Generalize. Springer, 1996.
- Calegari S. and Sanchez E.: A Fuzzy Ontology-approach to Improve Semantic Information Retrieval. In: Eds. F. Bobillo, P.C.G. da Costa, C.d'Amato, N. Fanizzi, F. Fung, T. Lukasiewicz, T. Martin, M. Nickles, Y. Peng, M. Pool, P. Smrz, and P. Vojt as. URSW, Vol. 327 of CEUR Workshop Proceedings. CEUR-WS.org, 2007.
- Ceglarek D.: Zastosowanie sieci semantycznej do disambiguacji pojęć. 2006.
- S.E. Chang, S.W. Changchien, and R. Huang: Assesing User's Product-Specific Knowledge for Personalization in Electronic Commerce. Expert Systems with Applications, 2006.
- ByungRae Cha and DongSeob Lee. Network-based Anomaly Intrusion Detection Improvement by Bayesian Network and Indirect Relation. In: Knowledge-Based Intelligent Information and Engineering Systems. Eds. B. Apolloni, R. Howlett, and L. Jain. Vol. 4693 of Lecture Notes in ComputerScience. Springer, Berlin/Heidelberg 2007.
- Beyond Rules: Getting More out of Data with Belief Networks. http://www.cra.com/pdf/Beyond-Rules-Getting-More-Out-of-Data-with-Belief-Networks-2004-04.pdf, 2008.
- About Bayesian Belief Networks. http://cra.com/pdf/BNetBuilderBackground.pdf, 2008.
- Cretton F. and La Calve An.: Generic Ontology Based User Model: Genoum. SMV Technical Report Series, 203, 2008.
- Daconta M.C., Obrst L.J., and Smith K.T.: The Semantic Web: A Guide to the Future of XML. Web Services, and Knowledge Management. Wiley, 2003.
- dubin D.: The Most Influential Paper Gerard Salton Never Wrote. "Library Trends" 2004.
- Dublin Core Metadata Initiative, DCMI Metadata Terms, 2012. http://dublincore.org/documents/dcmi-terms/
- Farell S., Lau T., Nusser S., Wilcox E., and Muller M.: Socially Augmenting Employee Profiles with People-tagging. In UIST '07: Proceedings of the 20th Annual ACM Symposium on User Interface Software and Technology. New York, USA, 2007.
- Froschl Ch.: User Modeling and User Profiling in Adaptive e-learning Systems. Master's Thesis. Graz University of Technology, 2005.
- Gauch S., Speretta M., Chandramouli A., and Micarelli A.: User Profiles for Personalized Information Access, 2007.
- Gawinecki M.: Modelowanie użytkownika na podstawie interakcji z systemem opartym o technologie www. Master's Thesis. Uniwersytet im. Adama Mickiewicza, Poznań 2005.
- Golemati m., Katifori A., Vassilakis C., Lepouras G., and Halatsis C.: Creating an Ontology for the User Profile: Method and Applications. In: In Proceedings of the First International Conference on Research Challenges in Information Science (RCIS), 2007.
- Gruber T.R.: A Translation Approach to Portable Ontology Specifications. "Knowl. Acquis." 1993, June.
- Guarino N.: Formal Ontology and Information Systems. IOS Press, 1998.
- Hancock J.T., Toma C., and Ellison N.: The Truth About Lying in Online Dating Profiles. In: CHI '07: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York, USA, 2007.
- Heckmann D., Schwartz T., Brandherm B., Schmitz M., and von Wilamowitz-Moellendorff M.: Gumo - The General User model Ontology, 2005.
- Heckmann D.: Ubiquitous User Modeling. PhD Thesis, Universitat des Saarlandes, 2006.
- Hofgesang P.I.: Web Personalisation Through Incremental Individual Profiling and Support-based User Segmentation, 2007.
- Huang Y. and Bian L.: A Bayesian Network and Analytic Hierarchy Process Based Personalized Recommendations for Tourist Attractions over the Internet. "Expert Syst. Appl." 2009.
- Jiang X. and Tan Ah.-H.: Learning and Inferencing in User Ontology for Personalized Semantic web Services. In: WWW '06: Proceedings of the 15th International Conference on World Wide Web. New York, USA, 2006.
- Kay J.: User Interfaces for All. User Modeling for Adaptation. Lawrence Erlbaum Associates, 2000.
- Kay J.: Lifelong Learner Modeling for Lifelong Personalized Pervasive Learning. "IEEE Trans on Learning Technologies" 2008.
- Koch N.: Software Engineering for Adaptive Hypermedia Systems. PhD Thesis. Ludwig-Maximilians-Universitat, Munchen, 2000.
- Lampe C.A.C., Ellison N., and Steinfield Ch.: A Familiar Face(book): Profile Elements as Signals in an Online Social Network. In: CHI'07: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York, USA, 2007.
- Manning Ch.D., Raghavan P., and Schutze H.: Introduction to Information Retrieval. Cambridge University Press, 2008.
- Magnini B. and Strapparava C.: Using Wordnet to Improve User Modelling in a Web Document Recommender System. In: Proceedings of the NAACL 2001 Workshop on WordNet and Other Lexical Recources, 2001, Vol. 31.
- McCauley C., Stitt C.L., and Segal M.: Stereotyping: From Prejudice to Prediction. "Psycho Bulletin" 1980.
- Miller G.A.: Wordnet: A Lexical Database for English. "Commun. ACM" 1995, Vol. 38(11).
- Min H., and Emam A.: A Data Mining Approach to Developing the Profiles of Hotel Customers. "International Journal of Contemporary Hospitality Management" 2002, Vol. 14(6).
- Murphy M. and Mctear M.: Learner Modelling for Intelligent Call. Springer, 1997.
- Nado R.A. and Huffman S.B.: Extracting Entity Profiles from Semistructured Information Spaces. "SIGMOD Rec." 1997, Vol. 26(4).
- Nabeth T. and Meints M.: D7.2: Descriptirve Analysis and Inventory of Profiling Practises. FIDIS (Future of Identity in Information Society) Deliverable, 2005.
- Niederee C., Stewart A., Mehta B., and Hemmje M.: A Multi-Dimensional, Unified User Model for Cross+system Personalization. In: AVI 2004, Citeseer, 2004.
- Ntawanga F., Calitz A.P., and Barnard L.: Maintaining Customer Profiles in an e-Commerce Environment. In: SAICSIT '08: Proceedings of the 2008 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries. New York, USA, 2008.
- Ono Ch., Kurokawa M., Motomura Y., and Asoh H.: A Context-aware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion. In: UM '07: Proceedings of the 11th International Conference on User Modeling. Springer-Verlag, Berlin, Heidelberg 2007.
- Pan J.Z., Stamou G., Stoilos G., Taylor S., and Thomas E.: Scalable Querying Services over Fuzzy Ontologies. In: WWW '08: Proceeding of the 17th International Conference on World Wide Web. New York, USA, 2008.
- Rich E.: User Modeling via Stereotypes. "Cognitive Science" 1979, Vol. 3(4).
- Salton G., Wong A., and Yang C.S.: A Vector Space Model for Automatic Indexing. "Commun. ACM" 1975. November
- Chen S.Y. and Magoulas G.D.: Adaptable and Hypermedia Systems. IRM Press, 2005.
- Sosnovsky S. and Dicheva D.: Ontological Technologies for User Modeling. "Int. J. Metadata Semant. Ontologies" 2010, April.
- Sowa J.F.: Semantic Networks. http://www.jfsowa.com/pubs/semnet.htm
- Stefani A. and Strappavara C.: Personalizing Access to Web Sites: The Siteif Project. In: Proceedings of the 2nd Workshop on Adaptive Hypertext and Hypermedia HYPERTEXT, 1998, Vol.98.
- tedesco R., Dolog P., Nejdl W., and Allert H.: Distributed Bayesian Networks for User Modeling. Hawai, USA 2006.
- Tho Q.T., Hui S.C., Fong A.C.M., and Cao T.H.: Automatic Fuzzy Ontology Generation for Semantic Web. Knowledge and Data Engineering, IEEE Transactions on, 2006, Vol. 18(6).
- Torres J.M. and Parkes A.P.: User Modelling and Adaptivity in Visual Information Retrievel Systems. http://www.comp.lancs.ac.uk/computing/research/mcg/papers/torresParkessurrey2000.pdf,2000.
- Vallet D., Cantador I., and Jose J.: Personalizing Web Search with Folksonomy-based User and Document Profiles. "Advances in Information Retrieval2010.
- Wahlster W. and Kobsa A.: User Models in Dialog Systems. Springer, 1989.
- Winoto P. and Tang T.: if You like the devil Wears Prada the Book, Will You Also Enjoy The Devil Wears Prada the Movie? A Study of Cross-domain Recommendations. "New Generation Computing" 2008, Vol. 26.
- Hassan-Montero Y. and Herrero-Solana V. Improving Tag-clouds as Visual Information Retrieval.
- Yu Z., Z. Xingshe, Hao Y., and Gu J.: Tv Program Recommendation for Multiple Viewers Based in User Profile Merging. "User Modeling and User-Adapted Interaction" 2006, Vol. 16(1).
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171230331