HiSPEED: a system for mining performance appraisal data and text

• Published in: International journal of data science and analytics Vol. 8; no. 1; pp. 95 - 111
• Main Authors: Palshikar, Girish Keshav, Apte, Manoj, Pawar, Sachin, Ramrakhiyani, Nitin
• Format: Journal Article
• Language: English
• Published: Cham Springer International Publishing 01.07.2019
• Subjects: Applications; Artificial Intelligence; Business Information Systems; Computational Biology/Bioinformatics; Computer Science; Data Mining and Knowledge Discovery; Database Management; Text mining; Performance appraisal; Data mining; Domain-driven analytics

Performance appraisal (PA) is a crucial HR process that enables an organization to periodically measure and evaluate every employee’s performance and also to drive performance improvements. In this paper, we describe a novel system called HiSPEED to analyze PA data using automated statistical, data...