Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Recommender systems in e-commerce
Proceedings of the 1st ACM conference on Electronic commerce
The most important issues in knowledge management
Communications of the ACM
On the recommending of citations for research papers
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Workflow-and agent-based cognitive flow management for distributed team cooperation
Information and Management
Collaborative Filtering with Privacy
SP '02 Proceedings of the 2002 IEEE Symposium on Security and Privacy
Political artifacts and personal privacy: the yenta multiagent distributed matchmaking system
Political artifacts and personal privacy: the yenta multiagent distributed matchmaking system
IEEE Transactions on Knowledge and Data Engineering
Analyzing the structure of expert knowledge
Information and Management
Agent-based buddy-finding methodology for knowledge sharing
Information and Management
Deriving managerial benefit from knowledge search: a paradigm shift?
Information and Management
An industry-level knowledge management model-a study of information-related industry in Taiwan
Information and Management
A Delphi study of knowledge management systems: Scope and requirements
Information and Management
Knowledge Management: An Organizational Capabilities Perspective
Journal of Management Information Systems
Developing a knowledge-based perspective on coordination: The case of global software projects
Information and Management
Collaborative filtering based on workflow space
Expert Systems with Applications: An International Journal
Knowledge Grid Based Knowledge Supply Model
IEICE - Transactions on Information and Systems
Mining changes in customer buying behavior for collaborative recommendations
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Need to know-information, knowledge, and decision making
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Recommender system based on workflow
Decision Support Systems
DocuBrowse: faceted searching, browsing, and recommendations in an enterprise context
Proceedings of the 15th international conference on Intelligent user interfaces
Hy-SN: Hyper-graph based semantic network
Knowledge-Based Systems
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Proactive search enabled context-sensitive knowledge supply situated in computer-aided engineering
Advanced Engineering Informatics
Hi-index | 12.07 |
This paper proposes a model of the inner-enterprise knowledge recommender system. Among an organization, different members have different demands for knowledge in different context. Comparing with traditional knowledge query way, the knowledge recommender systems supply us a more proactive way that could deliver the proper knowledge to the proper people at the proper time. The recommendation mechanism is based on semantic matching on context information from both users' side and knowledge's side. Recommendation rules are also maintained in the recommendation engine, which is the core module in the system. By adjusting the rules, the configuration of the knowledge recommender system could be adapted to different users. This paper presents the system design as well as some key technologies analysis, and also discusses the advantages and preconditions for implementing the proposed system.