Analysis of stock price return using textual data and numerical data through text mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4252 LNAI - II, Issue , 2006, Pages 310-316

  Takahashi, Satoru ^a,b   Takahashi, Masakazu ^c   Takahashi, Hiroshi ^d   Tsuda, Kazuhiko ^b  

^a Mitsui Asset Trust Banking Co Ltd   (Japan)

^b UNIVERSITY OF TSUKUBA   (Japan)

^c SHIMANE UNIVERSITY   (Japan)

^d OKAYAMA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DATA REDUCTION; INFORMATION RETRIEVAL; KNOWLEDGE BASED SYSTEMS; NUMERICAL ANALYSIS;

ASSET MANAGEMENT; TEXT MINING; TEXTUAL DATA;

INVENTORY CONTROL;

EID: 33750684286     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11893004_40     Document Type: Conference Paper

References (7)

1. Antweiler, W., and Frank, M. Z.: Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards, The Journal of Finance, 2004, Vol. 59, 1259-1294.
2. Chopra, V. K.: Why So Much Error in Analysts' Earnings Forecasts?, Financial Analysts Journal, 1998, November/December, 35-42.
3. Clement, M., B.: Analyst Forecast Accuracy: Do Ability, Resources, and Portfolio Complexity Matter?, Journal of Accounting and Economics, 1999, No.27, 285-303.
4. Dreman, D., and Berry, M.: Analyst Forecasting Error and Their Implications for Security Analysis, Finance Analysts Journal, 1995, Vol.51, No.3, 30-41.
5. Takahashi, S., Masakazu, T., Takahashi, H., Tsuda, K.: Learning Value-added Information of Asset management from Analyst Reports through Text Mining, Lecture Notes in Computer Science: 9th International Conference, KES 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part IV, Springer-Verlag Heidelberg, 2005.
6. Takahashi, S., Takahashi, H., Tsuda, K., Terano, T.: Analyzing Asset Management Knowledge from Analyst's Reports through Text Mining, International IPSI-2004, 2004.11.
7. Wuthrich B., Cho V., Leung S., Permunetilleke D., Sankaran K., Zhang J., Lam W.: Daily Prediction of Major Stock Indices from Textual WWW Data, KDDM'98 Conference NY, AAAI Press (1998) 364-368