JOURNAL ARTICLE

Information presentation based on individual user interests

Abstract

We propose a method for presenting information based on individual user interests and knowledge. In previous work on recommending information, such as through WWW pages, the user could not always get his/her needed information, since the user's interests were represented only in keywords or key categories, and the contents of the presented information were previously formed by the information presenter; consequently, this information did not necessarily match the user's interests and knowledge. In the proposed method, the system acquires the user's implicit and/or explicit interests and knowledge from a question-and-answer interaction and presents the user with focus-of-interest information based on them. For personalizing the presentation and recommendation of information, the system provides each user with an information retriever using the user's operation records, a personal conceptual space, and control knowledge.

Keywords:
Computer science Information space Focus (optics) Presentation (obstetrics) Computer user satisfaction User modeling World Wide Web Information retrieval Information filtering system User information User journey Information system Human–computer interaction User interface Knowledge management User interface design User experience design Engineering

Metrics

4
Cited By
0.66
FWCI (Field Weighted Citation Impact)
5
Refs
0.82
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Recommender Systems and Techniques
Physical Sciences →  Computer Science →  Information Systems
Speech and dialogue systems
Physical Sciences →  Computer Science →  Artificial Intelligence
Video Analysis and Summarization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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