Dissertation > Excellent graduate degree dissertation topics show

Personalized Knowledge Recommendation and Its System Based on Tag Technology

Author: LinSen
Tutor: CaiShuQin
School: Huazhong University of Science and Technology
Course: Management Science and Engineering
Keywords: Knowledge management system Personalized Recommendation Knowledge needs Tag technology
CLC: TP182
Type: Master's thesis
Year: 2006
Downloads: 449
Quote: 4
Read: Download Dissertation

Abstract


With the knowledge-based economy and information economy swept from knowledge management as a long-term strategy has been accepted by the people , and the knowledge of individual needs is one of the causes of the knowledge management , but also the inevitable result . The purpose of this research is through the analysis of the basic principles of the Tag technology , Tag technology - based personalized recommendation algorithm . To the knowledge of the individual needs of knowledge management as a starting point , the proposed process -based the Tag technology personalized classification Favorites knowledge process and the search for knowledge and expert . On this basis , the analysis of the personalized recommendation object in the knowledge management system , applicable recommendation algorithm recommended for knowledge and experts recommend doing some research of knowledge management system and knowledge management system to achieve all-round personalized Recommendation service . The paper first introduces the research status of knowledge management system and personalized recommendation technology , Tag technology basic principle and application status ; explore the categories and characteristics of knowledge management knowledge needs to address knowledge management knowledge individual needs strategy ; take advantage of the functions and features of the Tag technology , pioneering Tag technology introduced knowledge management system , a personalized classification Favorite Tag technology - based knowledge process , and discussed ways to search for knowledge and expert use of Tag ; analysis the knowledge mining functions , objectives and objects , to borrow association rule mining algorithm , combined with the Tag itself the nature of improved Apriori algorithm for knowledge recommended with concrete examples to verify the validity of this improved algorithm ; explores the users of a the areas of interest metrics experts ranked based on Tag recommendation algorithm ; concludes with a discussion of the three elements of the knowledge management architecture , knowledge management system construction principles , building points and function , and create a knowledge -based B / S mode management system model .

Related Dissertations

  1. A Study on Collaborative Recommendation Model Based on Rough Set,TP18
  2. A Study on Academia Resource Planning (ARP) Implementation Based on Workflow Techniques,G322
  3. Research of Quantitative and High-throughput Screening System Based on Halo-Tag Technology,R91
  4. The Research on Personalized Recommendation Technology in Network-Teaching,TP391.3
  5. The Study on the Personalized Teaching Platform under E-learning Environment Based on Web Mining,TP391.6
  6. Research on Personalization Recommender Technologies Based on User’s Interesting and Behavior of Browsing,TP391.3
  7. Changsha University student working knowledge of building management systems,G647
  8. The Research of Understanding Question Sentence and Personalized Recommendation Algorithm in the Automatic-answering System,TP391.1
  9. Research on the Basic Framework of Government Knowledge Management System and Implementing Method,D523
  10. Trust-based collaborative filtering recommendation model,F224
  11. Scientific Papers Community Research and Application,TP393.09
  12. The Research on Recommender System Based on Topic Recommendation in Collaborative Tagging System,TP393.09
  13. Design and Implementation of Teachers’ Knowledge Management System,G635.1
  14. Based on data mining model of e-commerce recommendation system,F713.36
  15. Multi-Agent Based Personalized Recommendation System,TP311.52
  16. Ontology-based Knowledge Diffusion manufacture Active Service System Research and Application,TP311.52
  17. Multi- Agent- Based Intelligent Answering System,TP311.52
  18. Two phase text classifier and classification in the recommended System,TP391.1
  19. Recommended model based on Bayesian network Senate elective system applied research,G647
  20. Research and Implement of Personalized Recommendation Prototype System Based on Web Log Mining,G350.7
  21. Multi-stage collaborative filtering algorithm is applied to the study of mobile commerce,TP391.3

CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory > Expert systems, knowledge engineering
© 2012 www.DissertationTopic.Net  Mobile