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Henrik Boström, Arno Knobbe, Carlos Soares, Panagiotis's Advances in Intelligent Data Analysis XV: 15th International PDF

By Henrik Boström, Arno Knobbe, Carlos Soares, Panagiotis Papapetrou

ISBN-10: 3319463489

ISBN-13: 9783319463483

ISBN-10: 3319463497

ISBN-13: 9783319463490

This publication constitutes the refereed convention court cases of the fifteenth foreign convention on clever info research, which used to be held in October 2016 in Stockholm, Sweden.
The 36 revised complete papers provided have been rigorously reviewed and chosen from seventy five submissions. the normal concentration of the IDA symposium sequence is on end-to-end clever aid for information research. The symposium goals to supply a discussion board for uplifting learn contributions that will be thought of initial in different top meetings and journals, yet that experience a in all probability dramatic impression.

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Extra info for Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings

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Comput. Linguist. 37(2), 267–307 (2011) 22. : Predicting elections with Twitter: what 140 characters reveal about political sentiment. com 2 DUKe Research Group, LINA Laboratory UMR 6241, University of Nantes, Nantes, France Abstract. Probabilistic relational models (PRMs) extend Bayesian networks (BNs) to a relational data mining context. Just like BNs, the structure and parameters of a PRM must be either set by an expert or learned from data. Learning the structure remains the most complicated issue as it is a NP-hard problem.

The Morality Machine: Tracking Moral Values in Tweets 29 Table 1. Descriptions of moral foundations Foundation Description Tweets Care, Harm The desire to cherish protect others, identification of a victim and sympathy with him European control of the IMF is helping Greece The notions of justice and rights, applied to shared rules in a community. Relates to reciprocal altruism Greece forced to sell assets and cut spending to pay back debts to EU Relating to ‘in-groups’; friends, family, community, as well as showing virtues of patriotism If I had to choose between #Greece and #Germany, I know which way I’d go...

Coder agreement in classifying moral foundations with little contextual information. Therefore, any accuracy higher than 21 % is an improvement of the classifier over selection of the most frequently occurring class, and any accuracy around 66 % would show that the classifier is matching human classification of bigrams. 4 Modeling and Evaluation Previous research using the MFD was conducted on long texts, examining moral loadings and linguistic relations between these texts [6,18]. Since Tweets are short, single-label output (one classification per Tweet) was chosen over multiple labels.

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Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings by Henrik Boström, Arno Knobbe, Carlos Soares, Panagiotis Papapetrou


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