A prototype of an intelligent system for information retrieval: IOTA
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
A thesaural model of information retrieval
Information Processing and Management: an International Journal
WordNet: a lexical database for English
Communications of the ACM
Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Information filtering via hill climbing, WordNet and index patterns
Information Processing and Management: an International Journal - Special issue on electronic news
Solving the word mismatch problem through automatic text analysis
Solving the word mismatch problem through automatic text analysis
Application of Spreading Activation Techniques in InformationRetrieval
Artificial Intelligence Review
Learning personal preferences on online newspaper articles from user behaviors
Selected papers from the sixth international conference on World Wide Web
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
Web home pages as advertisements
Communications of the ACM
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Searching the Web by constrained spreading activation
Information Processing and Management: an International Journal
Modern Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Information Filtering: Overview of Issues, Research and Systems
User Modeling and User-Adapted Interaction
Building Adaptive E-Catalog Communities Based on User Interaction Patterns
IEEE Intelligent Systems
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
A Movie Recommendation System—An Application of Voting Theory in User Modeling
User Modeling and User-Adapted Interaction
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Discovering User Interests from Web Browsing Behavior: An Application to Internet News Services
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 7 - Volume 7
WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 1 - Volume 1
Customized Internet news services based on customer profiles
ICEC '03 Proceedings of the 5th international conference on Electronic commerce
Personalcasting: Tailored Broadcast News
User Modeling and User-Adapted Interaction
The Role of the Management Sciences in Research on Personalization
Management Science
Personalization technologies: a process-oriented perspective
Communications of the ACM - The digital society
Journal of Systems and Software
Design of a shopbot and recommender system for bundle purchases
Decision Support Systems
Web Personalization as a Persuasion Strategy: An Elaboration Likelihood Model Perspective
Information Systems Research
Journal of Management Information Systems
Utilizing Popularity Characteristics for Product Recommendation
International Journal of Electronic Commerce
International Journal of Electronic Commerce
A personalized recommendation system based on product taxonomy for one-to-one marketing online
Expert Systems with Applications: An International Journal
Feature-based recommendations for one-to-one marketing
Expert Systems with Applications: An International Journal
Extended latent class models for collaborative recommendation
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A preference scoring technique for personalized advertisements on Internet storefronts
Mathematical and Computer Modelling: An International Journal
Recommendation systems for decision support: An editorial introduction
Decision Support Systems
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
Managing knowledge on the Web - Extracting ontology from HTML Web
Decision Support Systems
Recommender system based on workflow
Decision Support Systems
A framework of an agent-based personal assistant for internet users
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
Information Systems Frontiers
Expert Systems with Applications: An International Journal
BI'11 Proceedings of the 2011 international conference on Brain informatics
A hybrid approach for personalized recommendation of news on the Web
Expert Systems with Applications: An International Journal
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
A social recommender mechanism for improving knowledge sharing in online forums
Information Processing and Management: an International Journal
Electronic Commerce Research and Applications
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
A trust-semantic fusion-based recommendation approach for e-business applications
Decision Support Systems
Independent component analysis for near-synonym choice
Decision Support Systems
Recommendation algorithm of the app store by using semantic relations between apps
The Journal of Supercomputing
Semantic web rules and ontologies for developing personalised mashups
International Journal of Knowledge and Web Intelligence
Semantic to intelligent web era: building blocks, applications, and current trends
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Expert Systems with Applications: An International Journal
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The rapid propagation of the Internet and information technologies has changed the nature of many industries. Fast response and personalized recommendations have become natural trends for all businesses. This is particularly important for content-related products and services, such as consulting, news, and knowledge management in an organization. The digital nature of their products allows for more customized delivery over the Internet. To provide personalized services, however, a complete understanding of user profile and accurate recommendation are essential. In this paper, an Internet recommendation system that allows customized content to be suggested based on the user's browsing profile is developed. The method adopts a semantic-expansion approach to build the user profile by analyzing documents previously read by the person. Once the customer profile is constructed, personalized contents can be provided by the system. An empirical study using master theses in the National Central library in Taiwan shows that the semantic-expansion approach outperforms the traditional keyword approach in catching user interests. The proper usage of this technology can increase customer satisfaction.