WordNet: a lexical database for English
Communications of the ACM
Yahoo! as an ontology: using Yahoo! categories to describe documents
Proceedings of the eighth international conference on Information and knowledge management
Tutorial on ontological engineering: part 3: Advanced course of ontological engineering
New Generation Computing - Grid systems for life sciences
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Fuzzy Logic and the Semantic Web (Capturing Intelligence)
Fuzzy Logic and the Semantic Web (Capturing Intelligence)
Yago: a core of semantic knowledge
Proceedings of the 16th international conference on World Wide Web
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Miology: A Web Application for Organizing Personal Domain Ontologies
EKNOW '09 Proceedings of the 2009 International Conference on Information, Process, and Knowledge Management
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
A Personalized Ontology Model for Web Information Gathering
IEEE Transactions on Knowledge and Data Engineering
A personalized graph-based document ranking model using a semantic user profile
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
A quick tour of word sense disambiguation, induction and related approaches
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
Proceedings of the Workshop on Semantic Analysis in Social Media
Personal ontologies: Generation of user profiles based on the YAGO ontology
Information Processing and Management: an International Journal
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The Web has developed to the biggest source of information and entertainment in the world. By its size, its adaptability and flexibility, it challenged our current paradigms on information sharing in several areas. By offering everybody the opportunity to release own contents in a fast and cheap way, the Web already led to a revolution of the traditional publishing world and just now, it commences to change the perspective on advertisements. With the possibility to adapt the contents displayed on a page dynamically based on the viewer's context, campaigns launched to target rough customer groups will become an element of the past. However, this new ecosystem, that relates advertisements with the user, heavily relies on the quality of the underlying user profile. This profile has to be able to model any combination of user characteristics, the relations between its composing elements and the uncertainty that stems from the automated processing of real-world data. The work at hand describes the beginnings of a PhD project that aims to tackle those issues using a combination of data analysis, ontology engineering and processing of big data resources provided by an industrial partner. The final goal is to automatically construct and populate a profile ontology for each user identified by the system. This allows to associate these users to high-value audience segments in order to drive digital marketing.