1 |
Morinaga, S. and K. Yamanishi, "Tracking Dynamics of Topic Trends Using a Finite Mixture Model," Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (2004), 811-816.
|
2 |
Park, J. H. and M. Song, "A Study on the Research Trends in Library & Information Science in Korea using Topic Modeling," Journal of the Korean Society for Information Management, Vol.30, No.1(2013), 7-32.
DOI
|
3 |
Provost, F. and T. Fawcett, Data Science for Business, O'Reilly, 2013.
|
4 |
Rajaraman, K. and A. H. Tan, "Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks," Proceedings of Advances in Knowledge Discovery and Data Mining, (2001), 102-107.
|
5 |
Salton, G., A. Wong, and C. S. Yang, "A Vector Space Model for Automatic Indexing," Communications of the ACM, Vol.18, No.11(1975), 613-620.
DOI
|
6 |
Sebastiani, F., "Machine Learning in Automated Text Categorization," ACM Computing Surveys, Vol.34, No.1(2002), 1-47.
DOI
|
7 |
Sebastiani, F., "Classification of Text, Automatic," The Encyclopedia of Language and Linguistics, Vol.14, 2nd Edition, Elsevier Science Pub, 2006.
|
8 |
Stanvrianou, A., P. Andritsos, and N. Nicoloyannis, "Overview and Semantic Issues of Text Mining," ACM SIGMOD Record, Vol.36, No.3(2007), 23-34.
DOI
|
9 |
Wang, X. and A. McCallum, "Topics Over Time: a Non-Markov Continuous-Time Model of Topical Trends," Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (2006), 424-433.
|
10 |
Witten, I. H., Text Mining, Practical Handbook of Internet Computing, CRC Press, 2004.
|
11 |
Yu, E., Y. Kim, N. Kim, and S. R. Jeong, "Predicting the Direction of the Stock Index by Using a Domain-Specific Sentiment Dictionary," Journal of Intelligence and Information Systems, Vol.19, No.1(2013), 95-110.
DOI
|
12 |
Aggarwal, A., G. Waghmare, and A. Sureka, "Mining Issue Tracking Systems Using Topic Models for Trend Analysis, Corpus Exploration and Understanding Evolution," Proceedings of the 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, (2014), 52-58.
|
13 |
Albright, R., Taming Text with the SVD, SAS Institute Inc, 2006.
|
14 |
Alsumait, L., D. Barbara, and C. Domeniconi, "On-Line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking," Proceedings of the 8th IEEE International Conference on Data Mining in Data Mining, (2008), 3-12.
|
15 |
Bae, J. H., N. G. Han, and M. Song, "Twitter Issue Tracking System by Topic Modeling Techniques," Journal of Intelligence and Information Systems, Vol.20, No.2(2014), 109-122.
DOI
|
16 |
Han, J., M. Kamber, and J. Pei, Data Mining: Concepts and Techniques, 3rd Edition, Morgan Kaufmann Publishers, 2011.
|
17 |
Haribhakta, Y., A. Malgaonkar, and P. Kulkarni, "Unsupervised Topic Detection Model and Its Application in Text Categorization," Proceedings of the CUBE International Information Technology Conference, (2012), 314-319.
|
18 |
Hearst, M. A., "Untangling Text Data Mining," Proceedings of the 37th ACL, (1999), 3-10.
|
19 |
Jeong, D. H. and M. Song, "Time Gap Analysis by the Topic Model-Based Temporal Technique," Journal of Informetrics, Vol.8, No.3(2014), 776-790.
DOI
|
20 |
Kim, J., N. Kim, and Y. Cho, "User-Perspective Issue Clustering Using Multi-Layered Two-Mode Network Analysis," Journal of Intelligence and Information Systems, Vol.20, No.2(2014), 93-107.
DOI
|
21 |
Kim, J. C., J. H. Lee, G. J. Kim, S. S. Park, and D. S. Jang, "Data Engineering : Time Series Analysis of Patent Keywords for Forecasting Emerging Technology," KIPS Transactions on Software and Data Engineering, Vol.3, No.9(2014), 355-360.
DOI
|
22 |
Lim, M., and N. Kim "Analyzing the Issue Life Cycle by Mapping Inter-Period Issues," Journal of Intelligence and Information Systems. Vol.20, No.4(2014), 25-41.
DOI
|
23 |
Liu, C., and N. Kim, "Individual Interests Tracking : Beyond Macro-level Issue Tracking," Journal of The Korea Society of IT Services, Vol.13, No.4(2014), 275-287.
DOI
|
24 |
Ma, J., Y. Wang, H. Zhu, and Y. Shen, "Research on Method of Adaptive Topic Tracking Based on Evolution of Public Opinion Ontology," ACEEE International Journal on Information Technology, Vol.4, No.1(2014), 1-10.
|
25 |
Mooney, R. J. and R. Bunescu, "Mining Knowledge from Text using Information Extraction," ACM SIGKDD Explorations, Vol.7, No.1(2006), 3-10.
|