webLyzard Publications

User Profile Modelling in Online Communities

Fernandez, Miriam and Scharl, Arno and Bontcheva, Kalina and Alani, Harith (2014) User Profile Modelling in Online Communities. In: 3rd International Workshop on Semantic Web Collaborative Spaces, 13th International Semantic Web Conference (ISWC-2014), Riva del Garda, Italy.

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Official URL: http://ceur-ws.org/Vol-1275/

Abstract

With the rise of social networking sites user information is becoming increasingly complex and sophisticated. The needs, behaviours and preferences of users are dynamically changing, depending on their background knowledge, their current task, and many other parameters. Existing ontology models capture demographic information as well as the users’ activities and interactions in online communities. These vocabularies represent the raw data, but actionable knowledge comes from filtering these data, selecting useful features, and mining the resulting information to uncover the most salient preferences, behaviours and needs of the users. In this paper we propose reusing and reengineering ontological resources to provide a broader representation of users and the dynamics that emerge from the virtual social environments in which they participate.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Semantic Web, Social Web, User Profile
Subjects:Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4050 Electronic information resources
ID Code:84
Deposited By: Prof Dr Arno Scharl
Deposited On:08 Nov 2014 12:00
Last Modified:08 Nov 2014 12:00

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