Seeing the Forest for the Trees: Group-Oriented Workforce Analytics

نویسندگان

چکیده

Workforce analytics brings data-driven methods to organizations for deriving insights from employee-related data and supports decision making. However, it faces an open challenge of lacking the capability analyze behavior employee groups in order understand organizational performance. This paper proposes a novel notion work profiles resource groups, informed by management literature, characterizing group multiple aspects relevant workforce is central design new, systematic approach that analysis exploiting business process execution data. The also provides managers analysts with intuitive means group-oriented applying visual analytics. We demonstrate applicability usefulness proposed using real datasets five Dutch municipalities.

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ژورنال

عنوان ژورنال: Lecture Notes in Computer Science

سال: 2021

ISSN: ['1611-3349', '0302-9743']

DOI: https://doi.org/10.1007/978-3-030-85469-0_22