Using The NewsInn Algorithm To Predict Stock Market Movements Two Days In Advance

Lingua: inglese

Editore: GRIN Verlag, GRIN Verlag Nov 2015, 2015

3668078858 / 9783668078857

Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -Research Paper (postgraduate) from the year 2015 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, , language: English, abstract: NewsInn is an Artificial Intelligence Algorithm that parses the major news publications for news articles, groups them based on the main story, and presents them in order of importance. To do a sentiment analysis on each article, the algorithm used a derivative of SentiWord, but it quickly became clear that the library was not created to be used in a news Environment. So a new library was developed, that would better suit the case it was being used in. It manages to provide a good estimate of the impact that the text of an article has. Since the stock market is heavily affected by world problems, and therefore, world news, it is highly likely that a general sentiment analysis of the news would produce a result directly related to the general sentiment of the public on the world affairs. This would theoretically, in time, affect the stock market. The time-to market of world news we estimated to be of a few days, since only huge golbal events have the power to change the stock price in-day. Therefore we started testing at a one-day offset, then went on for two, three, and even four days offset between the news data and the stock data. We only kept the data that provided the highest accuracy in predicting the stock market indexes flow.Books on Demand GmbH, Überseering 33, 22297 Hamburg 16 pp. Englisch.…

Codice articolo 9783668078857

Titolo
Using The NewsInn Algorithm To Predict Stock Market Movements Two Days In Advance
Autore
Radu Nicoara
Editore
GRIN Verlag, GRIN Verlag Nov 2015
Anno di pubblicazione
2015
Condizione
Neu
Rilegatura
Taschenbuch
Lingua
inglese
ISBN 10
3668078858
ISBN 13
9783668078857
Peso dell'articolo
40 grammi
Dimensioni
210x148x2 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germania

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