A systematic mapping study on agent mining

Strugeon, Emmanuelle Grislin-Le; Oliveira, Káthia Marçal de; Thilliez, Marie; Petit, Dorian

doi:10.1080/0952813x.2020.1864784

Cited by 1 publication

(2 citation statements)

References 121 publications

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“…Figure 1 presents the distribution of articles in each category. The results of the systematic mapping study can be found in Grislin-Le Strugeon et al (2021).…”

Section: Systematic Mapping On Agent Miningmentioning

confidence: 99%

“…In a previous study (Grislin-Le Strugeon et al, 2021), a systematic mapping about the combination of agent and mining in the computer science studies from 2000 to 2020 was carried out. The result was a map that quantified the number of studies according to the publication source (journal, conference, workshop), the study type (theoretical, applied) and the research area (agents using DM, DM using agents, integration of agents and mining).…”

Section: Introductionmentioning

confidence: 99%

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Agent mining approaches: an ontological view

Strugeon

Oliveira

Zekri

et al. 2021

The Knowledge Engineering Review

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Introduced as an interdisciplinary area that combines multi-agent systems, data mining and knowledge discovery, agent mining is currently in practice. To develop agent mining applications involves a combination of different approaches (model, architecture, technique and so on) from software agent and data mining (DM) areas. This paper presents an investigation of the approaches used in the agent mining systems by deeply analyzing 121 papers resulting from a systematic literature review. An ontology was defined to capitalize the knowledge collected from this study. The ontology is organized according to seven main facets: the problem addressed, the application domain, the agent-related and the mining-related elements, the models, processes and algorithms. This ontology is aimed at providing support to decisions about agent mining application design.

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“…Figure 1 presents the distribution of articles in each category. The results of the systematic mapping study can be found in Grislin-Le Strugeon et al (2021).…”

Section: Systematic Mapping On Agent Miningmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%