Text Mining Innovation for Business

Pustulka, Ela; Hanne, Thomas

doi:10.1007/978-3-030-48332-6_4

Cited by 3 publications

(2 citation statements)

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“…Business Process Management (BPM) has a life cycle that includes process identification, analysis, redesign, implementation, monitoring, and control (Dumas et al, 2013). Typically, businesses conduct business process analysis as a foundation for process improvement (Pustulka and Hanne, 2021).…”

Section: Introductionmentioning

confidence: 99%

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Text Mining Based Process Identification and Business Process Mapping from Job Description Documents

ASTANTI,

SWITASARRA

2024

Management and Production Engineering Review

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Business Process mapping (BP mapping) is important for a company to identify their activities. Previous research suggests several approaches for process identification and BP mapping, which would be easier if the company had already implemented a computer-based information system. The research presented in this paper has the purpose of providing an alternative method for BP mapping especially for the company that does not implement the computer-based information system. A proposed method is using job description documents that the company had to identify elements needed to perform BP mapping which are actor, process, document, and flow of documents. A Natural Language Process (NLP) which is text mining method is used for mining job documents to identify those elements that exist in each job position. To illustrate the applicability of the proposed method, samples of job descriptions of 15 companies are taken. It shows that the proposed method can be applied.

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Section: Introductionmentioning

confidence: 99%

“…In this case, event logs are used to identify processes. However, according to Pustulka and Hanne (2021), such businesses frequently fail to document their processes and do not keep such logs. As a result, process documentation is done by hand.…”

Section: Introductionmentioning

confidence: 99%