Szczegóły

Tytuł artykułu

Towards human consistent data driven decision support systems using verbalization of data mining results via linguistic data summaries

Tytuł czasopisma

Bulletin of the Polish Academy of Sciences: Technical Sciences

Rocznik

2010

Numer

No 3 September

Autorzy publikacji

Wydział PAN

Nauki Techniczne

Wydawca

Polish Academy of Sciences

Data

2010

Identyfikator

ISSN 0239-7528, eISSN 2300-1917

Referencje

Kacprzyk J. (2009), Linguistic data summarization: a high scalability through the use of natural language?, Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, 1, 214. ; Kacprzyk J. (2010), Computing with words is an implementable paradigm: fuzzy queries, linguistic data summaries and natural language generation, IEEE Trans. on Fuzzy Systems, 18, 461. ; Alter S. (1990), Decision Support Systems: Current Practice and Contributing Challenge. ; Holsapple C. (1986), Decision Support Systems: a Knowldege-based Approach. ; Sprague R. (1996), Decision Support Systems for Management. ; Zadeh L. (1999), Computing with Words in Information/Intelligent Systems 1. Foundations. 2. Applications. ; Yager R. (1982), A new approach to the summarization of data, Information Sciences, 28, 69. ; Kacprzyk J. (2001), Linguistic summaries of data using fuzzy logic, Int. J. General Systems, 30, 133. ; Kacprzyk J. (2000), A fuzzy logic based approach to linguistic summaries of databases, Int. J. Applied Maths and Computer Science, 10, 813. ; Kacprzyk J. (2005), Linguistic database summaries and their protoforms: towards natural language based knowledge discovery tools, Information Sciences, 173, 4, 281. ; Kacprzyk J. (2009), Protoforms of linguistic database summaries as a human consistent tool for using natural language in data mining, Int. J. of Software Science and Computational Intelligence, 1, 1, 100, doi.org/10.4018/jssci.2009010107 ; Reiter E. (2000), Building Natural Language Generation Systems, doi.org/10.1017/CBO9780511519857 ; Kacprzyk J. (1999), Linguitic summaries of sales data at a computer retailer: a case study, null, 1, 29. ; Zadrożny S. (1999), On database summarization using a fuzzy querying interface, null, 1, 39. ; Zadrożny S. (2007), Summarizing the contents of Web server logs: a fuzzy linguistic approach, null, 1, 100. ; Wierzbicki A. (2000), Model-based Decision Support Methodology with Environmental Applications. ; Checkland P. (1990), Soft Systems Methodology in Action. ; Checkland P. (1999), Soft Systems Methodology in Action. ; Yager R. (1996), Database discovery using fuzzy sets, Int. J. of Intelligent Systems, 11, 691. ; Bosc P. (2002), Fuzzy summarization of data using fuzzy cardinalities, null, 1, 1553. ; Dubois D. (2000), Fuzzy sets in data summaries-outline of a new approach, null, 1035. ; Raschia G. (2002), SAINTETIQ: a fuzzy set-based approach to database summarization, Fuzzy Sets and Systems, 129, 137. ; Rasmussen D. (1997), SummarySQL-a fuzzy tool for data mining, Intelligent Data Analysis - An International Journal, 1. ; Rasmussen D. (1999), Finding fuzzy and gradual functional dependencies with summary SQL, Fuzzy Sets and Systems, 106, 131. ; Kacprzyk J. (1999), On interactive linguistic summarization of databases via a fuzzy-logic-based querying add-on to microsoft access, Computational Intelligence: Theory and Applications, 1, 462. ; Kacprzyk J. (2000), On combining intelligent querying and data mining using fuzzy logic concepts, Recent Research Issues on the Management of Fuzziness in Databases, 1, 67, doi.org/10.1007/978-3-7908-1845-1_4 ; Kacprzyk J. (2000), Data mining via fuzzy querying over the Internet, Knowledge Management in Fuzzy Databases, 1, 211. ; Kacprzyk J. (2001), Data mining via linguistic summaries of databases: an interactive approach, A New Paradigm of Knowledge Engineering by Soft Computing, 1, 325. ; Kacprzyk J. (2001), Computing with words in intelligent database querying: standalone and Internet-based applications, Information Sciences, 34, 71. ; Kacprzyk J. (1994), Fuzzy querying for microsoft access, null, 1, 167. ; Kacprzyk J. (1995), FQUERY for access: fuzzy querying for a Windows-based DBMS, Fuzziness in Database Management Systems, 1, 415, doi.org/10.1007/978-3-7908-1897-0_18 ; Davenport T. (2009), What people want (and how to predict it), MIT Sloan Management Review, 50, 2, 22. ; R. A. Cole, J. Mariani, H. Uszkoreit, A. Zaenen, and V. Zue, <i>Survey of the State of the Art in Human Language Technology</i> <a target="_blank" href='http://cslu.cse.ogi.edu/HLTsurvey/HLTsurvey.html'>http://cslu.cse.ogi.edu/HLTsurvey/HLTsurvey.html</a> ; Zadeh L. (1983), A computational approach to fuzzy quantifiers in natural languages, Computers and Maths with Appls, 9, 149. ; Yager R. (1996), The Ordered Weighted Averaging Operators: Theory and Applications. ; Yager R. (1988), On ordered weighted avaraging operators in multicriteria decision making, IEEE Trans. on Systems, Man and Cybern, SMC-18, 183. ; Zadrożny S. (2009), Issues in the practical use of the OWA operators in fuzzy querying, J. Intelligent Information Systems, 33, 3, 307. ; George R. (1996), Genetic Algorithms and Soft Computing, 599. ; Saaty T. (1980), The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. ; Zadeh L. (2006), Fuzzy Logic and the Semantic Web, 163, doi.org/10.1016/S1574-9576(06)80011-0 ; Kacprzyk J. (2006), Computational Intelligence, Theory and Applications, 19. ; Portet F. (2009), Automatic generation of textual summaries from neonatal intensive care data, Artificial Intelligence, 173, 789. ; Sripada S. (2003), SumTime-Mousam: configurable marine weather forecast generator, Expert Update, 6, 3, 4. ; McKeown K. (1985), Text Generation: Using Discourse Strategies and Focus Constraints to Generate Natural Language Text, doi.org/10.1017/CBO9780511620751 ; Kacprzyk J. (2010), Soft computing and Web intelligence for supporting consensus reaching, Soft Computing. ; Kacprzyk J. (2005), Towards a synergistic combination of Web-based and data-driven decision-support systems via linguistic data summaries, LNAI, 3528, 211. ; Kacprzyk J. (2008), On a concept of a consensus reaching process support system based on the use of soft computing and Web techniques, Computational Intelligence in Decision and Control, 1, 859.

DOI

10.2478/v10175-010-0034-2

×