Abstract
We extend our works of deriving linguistic summaries of time series using a fuzzy logic approach to linguistic summarization. We proceed towards a multicriteria analysis of summaries by assuming as a quality criterion Yager’s measure of informativeness that combines in a natural way the measures of truth, focus and specificity, to obtain a more advanced evaluation of summaries. The use of the informativeness measure for the purpose of a multicriteria evaluation of linguistic summaries of time series seems to be an effective and efficient approach, yet simple enough for practical applications. Results on the summarization of quotations of an investment (mutual) fund are very encouraging.
Original language | English |
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Title of host publication | Artificial Intelligence and Soft Computing |
Subtitle of host publication | 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I |
Editors | L. Rutkowski, R. Scherer, R. Tadeusiewicz, L.A. Zadeh, J.M. Zurada |
Place of Publication | Berlin |
Publisher | Springer |
Chapter | 14 |
Pages | 105-113 |
Number of pages | 9 |
ISBN (Electronic) | 978-3-642-13208-7 |
ISBN (Print) | 978-3-642-13207-0 |
DOIs | |
Publication status | Published - 2010 |
Externally published | Yes |
Event | 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010) - Zakopane, Poland Duration: 13 Jun 2010 → 17 Jun 2010 Conference number: 10 http://link.springer.com/book/10.1007/978-3-642-13208-7 |
Publication series
Name | Lecture Notes in Computer Science (LNCS) |
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Volume | 6113 |
ISSN (Print) | 0302-9743 |
Name | Lecture Notes in Artificial Intelligence (LNAI) |
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Volume | 6113 |
ISSN (Print) | 1611-3349 |
Conference
Conference | 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010) |
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Abbreviated title | ICAISC 2010 |
Country/Territory | Poland |
City | Zakopane |
Period | 13/06/10 → 17/06/10 |
Internet address |