Pair-Based Object-Driven Action Rules

Ayman Hajja , Alicja A. Wieczorkowska , Zbigniew W. Raś , Ryszard Gubrynowicz

Abstract

Action rules, as proposed by Raś and Wieczorkowska in [11], can be defined as actionable tasks that describe possible transitions of objects from one state to another with respect to a distinguished attribute. Recently, a new specialized case of action rules, namely object-driven action rules, has been introduced by Ayman et al. in [4]. Object-driven action rules are action rules that are extracted from information systems with temporal and object-based nature. By object-based nature, we refer to systems that contain multiple observations for each object. A typical example of an object-based system would be a system of patients recording multiple visits; each patient is considered a distinct object. In this paper, we will further investigate the concept of object-driven action rules by proposing a new pair-based way of examining object-driven systems, which we believe is more intuitive for temporal and object-driven systems. The focus of this paper will be on our proposed pair-based approach, along with the modifications required to extract action rules and calculate their properties.
Author Ayman Hajja - [University of North Carolina at Charlotte (UNC Charlotte)]
Ayman Hajja,,
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, Alicja A. Wieczorkowska - [Polsko-Japońska Akademia Technik Komputerowych]
Alicja A. Wieczorkowska,,
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- Polsko-Japońska Akademia Technik Komputerowych
, Zbigniew W. Raś (FEIT / IN)
Zbigniew W. Raś,,
- The Institute of Computer Science
, Ryszard Gubrynowicz - [Polsko-Japońska Akademia Technik Komputerowych]
Ryszard Gubrynowicz,,
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Pages79-93
Book Annalisa Appice, Ceci Michelangelo , Loglisci Corrado, Manco Giuseppe, Masciari Elio, Raś Zbigniew W. (eds.): New Frontiers in Mining Complex Patterns, Lecture Notes in Artificial Intelligence, vol. 7765, 2013, Heidelberg Dordrecht London New York, Springer Berlin Heidelberg, ISBN 978-3-642-37381-7, [978-3-642-37382-4], 231 p., DOI:10.1007/978-3-642-37382-4
ras.pdf / 109.73 KB / No licence information
DOIDOI:10.1007/978-3-642-37382-4_6
URL http://link.springer.com/book/10.1007/978-3-642-37382-4
Languageen angielski
Score (nominal)15
Score sourceconferenceIndex
ScoreMinisterial score = 10.0, 02-03-2020, BookChapterSeriesAndMatConfByIndicator
Ministerial score (2013-2016) = 15.0, 02-03-2020, BookChapterSeriesAndMatConfByIndicator
Publication indicators Scopus Citations = 4
Citation count*1 (2016-01-31)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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