Applying an intelligent notification mechanism to blogging systems utilizing a genetic-based information retrieval approach

Expert Systems with Applications

Volumn 37, Issue 1, 2010, Pages 705-715

  Huang, Yong Ming ^a   Huang, Tien Chi ^a   Huang, Yueh Min ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Blog comment; Genetic algorithm; Information retrieval; Intelligent notification mechanism

Indexed keywords

BLOG COMMENT; BLOGGERS; BLOGGING; COMPUTATION COSTS; INFORMATION RETRIEVAL APPROACH; INTELLIGENT NOTIFICATION MECHANISM; KEYWORD RETRIEVAL; NOTIFICATION MECHANISM; OPTIMAL RESULTS; SHORT PERIODS; SOCIAL INTERACTIONS; TWO STAGE; WIDE SPECTRUM;

INFORMATION SERVICES; INTERNET;

INFORMATION RETRIEVAL;

EID: 70349452266     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.05.094     Document Type: Article

References (39)

1. Amd blog. (2008). (retrieved July 2008).
2. Croft W.B. Approaches to intelligent information retrieval. Information Processing and Management 23 4 (1987) 95-110
3. 3 R: A new approach to the design of document retrieval systems. Journal of the American Society for Information Science 38 6 (1987) 389-404
4. Croft, W. B., & Turtle, H. (1989). A retrieval model incorporating hypertext links. In Proceedings of the second annual ACM conference on hypertext (Hypertext'89) (pp. 213-224).
5. Chang Y.C., and Chen S.M. A new query reweighting method for document retrieval based on genetic algorithms. IEEE Transactions on Evolutionary Computation 10 5 (2006) 617-622
6. Chen Y., Tsai F.S., and Chan K.L. Machine learning techniques for business blog search and mining. Expert Systems with Applications 35 3 (2008) 581-590
7. Du H.S., and Wagner C. Learning with weblogs: Enhancing cognitive and social knowledge construction. IEEE Transactions on Professional Communication 50 1 (2007) 1-16
8. Falkenauer, E. (1999). The worth of the uniform. In Proceedings of the congress on evolutionary computation (CEC'99) (pp. 776-782).
9. Fan W., Gordon M.D., and Pathak P. Discovery of context-specific ranking functions for effective information retrieval using genetic programming. IEEE Transactions on Knowledge and Data Engineering 16 4 (2004) 523-527
10. Holland J.H. Adaptation in natural and artificial systems (1975), The University of Michigan Press
11. Huang T.C., Huang Y.M., and Cheng S.C. Automatic and interactive e-learning auxiliary material generation utilizing particle swarm optimization. Expert Systems with Applications 35 4 (2008) 2113-2122
12. Hwang G.J., Yin P.Y., Wang T.T., Tseng J.C.R., and Hwang G.H. An enhanced genetic approach to optimizing auto-reply accuracy of an e-learning system. Computers & Education 51 1 (2008) 337-353
13. Intel blog. (2008). (retrieved July 2008).
14. Kushchu I. Web-based evolutionary and adaptive information retrieval. IEEE Transactions on Evolutionary Computation 9 2 (2005) 109-126
15. Kwai Fun R.I.P., and Wagner C. Weblogging: A study of social computing and its impact on organizations. Decision Support Systems 45 2 (2008) 242-250
16. Kuan, S. T., Wu, B. Y., & Lee, W. J. (2008). Finding friend groups in blogosphere. In Proceedings of the 22nd international conference on advanced information networking and applications - workshops (AINAW 2008) (pp. 1046-1050).
17. Lindahl C., and Blount E. Weblogs: Simplifying web publishing. Computer 36 11 (2003) 114-116
18. Larkey L.S., and Connell M.E. Structured queries, language modeling, and relevance modeling in cross-language information retrieval. Information Processing and Management 41 (2005) 457-473
19. Lin, Y. R., Sundaram, H., Tseng, B., Chi, Y., & Tatemura, J. (2007). Blog community discovery and evolution based on mutual awareness expansion. In Proceedings of the IEEE/WIC/ACM international conference on web intelligence (pp. 48-56).
20. Lin Y., Sundaram H., Chi Y., Tatemura J., and Tseng B.L. Detecting splogs via temporal dynamics using self-similarity analysis. ACM Transactions on the Web 2 1 (2008) 1-35
21. Murugesan S. Understanding Web 2.0. IEEE IT Professional Magazine 9 4 (2007) 34-41
22. Manning C.D., Raghavan P., and Schütze H. Introduction to information retrieval (2008), Cambridge University Press
23. MATLAB. (2008). (retrieved July 2008).
24. Oussalah M., Khan S., and Nefti S. Personalized information retrieval system in the framework of fuzzy logic. Expert Systems with Applications 35 1-2 (2008) 423-433
25. Porter M. An algorithm for suffix stripping. Program 14 3 (1980) 130-137
26. Rijsbergen C.J.V. A non-classical logic for information retrieval. Computer Journal 29 6 (1986) 481-485
27. Rosenbloom A. The blogosphere. Communications of the ACM 47 12 (2004) 31-33
28. Syswerda, G. (1989). Uniform crossover in genetic algorithms. In Proceedings of the third international conference on genetic algorithms (ICGA'89) (pp. 2-9).
29. Srinivas M., and Patnaik L.M. Genetic algorithms: A survey. IEEE Computer 27 6 (1994) 17-26
30. Syu I., and Lang S.D. Adapting a diagnostic problem-solving model to information retrieval. Information Processing and Management 36 (2000) 313-330
31. Thelwall M., and Hasler L. Blog search engines. Online Information Review 31 4 (2007) 467-479
32. Technorati. (2008). Technorati: State of the blogosphere. (retrieved September 2008).
33. Tseng J.C.R., and Hwang G.J. Development of an automatic customer service system on the internet. Electronic Commerce Research and Applications 6 1 (2007) 19-28
34. Wang K.T., Huang Y.M., Jeng Y.L., and Wang T.I. A blog-based dynamic learning map. Computers and Education 51 1 (2008) 262-278
35. Wordnet. (2008). (retrieved July 2008).
36. Yang, J., & Korfhage, R. R. (1993). Effects of query term weights modification in document retrieval: A study based on a genetic algorithm. In Proceedings of the second annual symposium on document analysis and information retrieval (pp. 271-285).
37. Yang, J., Korfhage, R. R., & Rasmussen, E. (1993). Query improvement in information retrieval using genetic algorithms: A report on the experiments of the TREC project. In Proceedings of the first text retrieval conference (TREC-1) (pp. 31-58).
38. Young T.E. Blogs: Is the new online culture a fad or the future?. Knowledge Quest 31 5 (2003) 50-51
39. Yang H.L., and Liu C.L. A new standard of on-line customer service process: Integrating language-action into blogs. Computer Standards and Interfaces 31 1 (2009) 227-245