The Community for Technology Leaders
RSS Icon
Issue No.02 - March/April (2010 vol.25)
pp: 74-82
Hsinchun Chen , University of Arizona
<p>In the past few years, Web intelligence, Web analytics, Web 2.0, and user-generated content have begun to usher in a new and exciting era of research on business intelligence. An immense amount of company, industry, product, and customer information can be gathered from the Web and organized and visualized through various knowledge-mapping, Web portal, and multilingual retrieval techniques. Additionally, user-generated content from online social media provides a large volume of timely feedback and opinions from a diverse customer population. In the previous issue of <it>IEEE Intelligent Systems</it>, Trends &#x0026; Controversies featured three essays exploring how enterprises can use Web 2.0 technologies and content to make better business decisions. This theme continues in this issue, with two additional essays from experts in business intelligence for finance.</p>
artificial intelligence, Trends &#x0026; Controversies, business intelligence, market intelligence, Business Intelligence 2.0, Web analytics, information extraction, topic identification, opinion mining, time-series analysis
Hsinchun Chen, "Business and Market Intelligence 2.0, Part 2", IEEE Intelligent Systems, vol.25, no. 2, pp. 74-82, March/April 2010, doi:10.1109/MIS.2010.43
1. J.J. Choi, D. Laibson, and A. Metrick, "Does the Internet Increase Trading? Evidence from Investor Behavior in 401(k) Plans," J. Financial Economics, vol. 64, no. 3, 2002, pp. 397–421.
2. S. Das, A. Martinez-Jerez, and P. Tufano, "eInformation: A Clinical Study of Investor Discussion and Sentiment," Financial Management, vol. 34, no. 3, 2005, pp. 103–137.
3. S.R. Das and M.Y. Chen, "Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web," Management Science, vol. 53, no. 9, 2007, pp. 1375–1388.
4. W. Antweiler and M. Frank, "Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards," J. Finance, vol. 59, no. 3, 2004, pp. 1259–1294.
5. W. Antweiler and M. Frank, "The Market Impact of Corporate News Stories," working paper, University of British Columbia, 2005.
6. P.C. Tetlock, "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," J. Finance, vol. 62, no. 3, 2007, pp. 1139–1168.
7. P. Tetlock, P.M. Saar-Tsechansky, and S. Macskassay, "More than Words: Quantifying Language to Measure Firms' Fundamentals," J. Finance, vol. 63, no. 3, 2008, pp. 1437–1467.
8. S.R. Das and J. Sisk, "Financial Communities," J. Portfolio Management, vol. 31, no. 4, 2005, pp. 112–123.
192 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool