{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T15:47:10Z","timestamp":1777391230448,"version":"3.51.4"},"reference-count":0,"publisher":"SAGE Publications","issue":"1-2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AF"],"published-print":{"date-parts":[[2015,4,13]]},"abstract":"<jats:p>We attempt to explain stock market dynamics in terms of the interaction among three variables: market price, investor opinion and information flow. We propose a framework for such interaction and apply it to build a model of stock market dynamics which we study both empirically and theoretically. We demonstrate that this model replicates observed market behavior on all relevant timescales (from days to years) reasonably well. Using the model, we obtain and discuss a number of results that pose implications for current market theory and offer potential practical applications.<\/jats:p>","DOI":"10.3233\/af-150042","type":"journal-article","created":{"date-parts":[[2019,11,9]],"date-time":"2019-11-09T17:45:46Z","timestamp":1573321546000},"page":"5-51","source":"Crossref","is-referenced-by-count":10,"title":["Predictable markets? A news-driven model of the stock market"],"prefix":"10.1177","volume":"4","author":[{"given":"Maxim","family":"Gusev","sequence":"first","affiliation":[{"name":"IBC Quantitative Strategies, T\u00e4rnaby, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitri","family":"Kroujiline","sequence":"additional","affiliation":[{"name":"LGT Capital Partners, Pf\u00e4ffikon, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boris","family":"Govorkov","sequence":"additional","affiliation":[{"name":"IBC Quantitative Strategies, T\u00e4rnaby, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergey V.","family":"Sharov","sequence":"additional","affiliation":[{"name":"N.I. Lobachevsky State University, Advanced School of General & Applied Physics, Nizhny Novgorod, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dmitry","family":"Ushanov","sequence":"additional","affiliation":[{"name":"Department of Mechanics and Mathematics, Moscow State University, Moscow, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maxim","family":"Zhilyaev","sequence":"additional","affiliation":[{"name":"Mozilla Corporation, Mountain View, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","container-title":["Algorithmic Finance"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/AF-150042","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T09:52:47Z","timestamp":1777369967000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/AF-150042"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,13]]},"references-count":0,"journal-issue":{"issue":"1-2"},"URL":"https:\/\/doi.org\/10.3233\/af-150042","relation":{},"ISSN":["2157-6203","2158-5571"],"issn-type":[{"value":"2157-6203","type":"electronic"},{"value":"2158-5571","type":"print"}],"subject":[],"published":{"date-parts":[[2015,4,13]]}}}