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🔍 Review

Applications of text mining in services management: A systematic literature review

February 26, 2021 319 citations 🔓 Gold International Journal of Information Management Data Insights
319
Citations
3
Authors
171
References
1
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Abstract

The importance of text mining is increasing in services management as the access to big data is increasing across digital platforms enabling such services. This study adopts a systematic literature review on the application of text mining in services management. First, we analyzed the literature on which has used text mining methods like Sentiment Analysis, Topic Modeling, and Natural language Processing (NLP) in reputed business management journals. Further, we applied visualization tools for text mining and the topic association to understand the dominant themes and relationships. The analysis highlighted that social media analysis, market analysis, competitive intelligence are the most dominant themes while other themes like risk management and fake content detection are also explored. Further, based on the analysis, future research agenda in the field of text mining in services management has been indicated.

Publication Details
TypeReview
PublishedFebruary 26, 2021
Source International Journal of Information Management Data Insights
PublisherElsevier BV
Volume/Issue Vol. 1 , Issue 1 , pp. 100008-100008
DOI 10.1016/j.jjimei.2021.100008
OpenAlex ID W3134570971
Open Accessgold Access Free PDF