A personal ontology model for library recommendation system

Authors:
I-En Liao;Shu-Chuan Liao;Kuo-Fong Kao;Ine-Fei Harn
Affiliations:
Dept. of Computer Science, National Chung Hsing University, Taichung, Taiwan;Dept. of Social Work, Asia University, Taichung, Taiwan;Dept. of Computer Science, National Chung Hsing University, Taichung, Taiwan;Dept. of Computer Science, National Chung Hsing University, Taichung, Taiwan
Venue:
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Year:
2006

Citing 14
Cited 2

Toward principles for the design of ontologies used for knowledge sharing

International Journal of Human-Computer Studies - Special issue: the role of formal ontology in the information technology
A Parallel Computing Approach to Creating Engineering Concept Spaces for Semantic Retrieval: The Illinois Digital Library Initiative Project

IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic indexing for a complete subject discipline

Proceedings of the fourth ACM conference on Digital libraries
Customised information delivery: a SIGIR 99 workshop

ACM SIGIR Forum
Content-based book recommending using learning for text categorization

DL '00 Proceedings of the fifth ACM conference on Digital libraries
MiBiblio: personal spaces in a digital library universe

DL '00 Proceedings of the fifth ACM conference on Digital libraries
Data mining library reuse patterns using generalized association rules

Proceedings of the 22nd international conference on Software engineering
A graph-based recommender system for digital library

Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
E-Commerce Recommendation Applications

Data Mining and Knowledge Discovery
UpLib: a universal personal digital library system

Proceedings of the 2003 ACM symposium on Document engineering
Convenience: are you providing it?

SIGUCCS '04 Proceedings of the 32nd annual ACM SIGUCCS conference on User services
MyPDL: a web-based personal digital library

Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Introduction to CKIP Chinese word segmentation system for the first international Chinese Word Segmentation Bakeoff

SIGHAN '03 Proceedings of the second SIGHAN workshop on Chinese language processing - Volume 17
User Interface for a Digital Library to Support Construction of a "Virtual Personal Library"

ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems

Towards Intelligent and Adaptive Digital Library Services

ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Beyond terminologies: Using psychometrics to validate shared ontologies

Applied Ontology - Ontologies and Terminologies: Continuum or Dichotomy?

Quantified Score

Hi-index	0.00

Visualization

Abstract

With the advent of information technology, library services are facing tremendous changes in the form of digitalization. In addition to the digitalization of library resources, personalized systems and recommendation systems are two of highly desirable services among library patrons. This study proposes a novel recommendation system based on analysis of loan records. In our system, we use the traditional cataloging scheme, such as the Library of Congress Classification (LCC), as the reference ontology and build personal ontology by mining interested subjects and relationships among subjects from patron's borrowing records. The proposed scheme can meet diversified demands of individual patron and provide patrons with a user-friendly interface to help them access needed information.