Abstract
In this paper we study the interactions between how companies are mentioned in news, their presence on social media, and daily fluctuation in their stock prices. Our experiments demonstrate that for some entities these time series can be correlated in interesting ways, though for others the correspondences are more opaque. In this study, social media presence is measured by counting Wikipedia page hits. This work is done in a context of building a system for aggregating and analyzing news text, which aims to help the user track business trends; we show results obtainable by the system.
| Original language | English |
|---|---|
| Title of host publication | Advances in Information Retrieval : 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings |
| Editors | Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Giorgio Maria Di Nunzio, Claudia Hauff, Gianmaria Silvello |
| Number of pages | 6 |
| Place of Publication | Cham |
| Publisher | Springer International Publishing AG |
| Publication date | 2016 |
| Pages | 735–740 |
| ISBN (Print) | 978-3-319-30670-4 |
| ISBN (Electronic) | 978-3-319-30671-1 |
| Publication status | Published - 2016 |
| MoE publication type | A4 Article in conference proceedings |
| Event | European Conference on Information Retrieval - Padua, Italy Duration: 20 Mar 2016 → 23 Mar 2016 Conference number: 38 |
Publication series
| Name | Lecture Notes in Computer Science |
|---|---|
| Publisher | Springer |
| Volume | 9626 |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Fields of Science
- 113 Computer and information sciences
Projects
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LLL: Language Learning Lab
Yangarber, R. (Project manager), Katinskaia, A. (Participant), Hou, J. (Participant), Furlan, G. (Participant) & Kylliäinen, I. P. (Participant)
Project: Research project