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

S Kumar, AK Kar, PV Ilavarasan - International Journal of Information …, 2021 - Elsevier
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 …

Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
Recent advances in text mining have provided new methods for capitalizing on the
voluminous natural language text data created by organizations, their employees, and their …

Topic modeling in management research: Rendering new theory from textual data

TR Hannigan, RFJ Haans, K Vakili… - Academy of …, 2019 - journals.aom.org
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …

The application of text mining methods in innovation research: current state, evolution patterns, and development priorities

D Antons, E Grünwald, P Cichy, TO Salge - R&D Management, 2020 - Wiley Online Library
Unstructured data in the form of digitized text is rapidly increasing in volume, accessibility,
and relevance for research on innovation and beyond. While traditional attempts to analyze …

# Trending topics in careers: a review and future research agenda

J Akkermans, S Kubasch - Career Development International, 2017 - emerald.com
Purpose Virtually all contemporary scientific papers studying careers emphasize its
changing nature. Indeed, careers have been changing during recent decades, for example …

Text mining in organizational research

VB Kobayashi, ST Mol, HA Berkers… - Organizational …, 2018 - journals.sagepub.com
Despite the ubiquity of textual data, so far few researchers have applied text mining to
answer organizational research questions. Text mining, which essentially entails a …

Artificial intelligence–HRM interactions and outcomes: A systematic review and causal configurational explanation

S Basu, B Majumdar, K Mukherjee, S Munjal… - Human Resource …, 2023 - Elsevier
Artificial intelligence (AI) systems and applications based on them are fast pervading the
various functions of an organization. While AI systems enhance organizational performance …

[HTML][HTML] A review of best practice recommendations for text analysis in R (and a user-friendly app)

GC Banks, HM Woznyj, RS Wesslen… - Journal of Business and …, 2018 - Springer
In recent decades, the amount of text available for organizational science research has
grown tremendously. Despite the availability of text and advances in text analysis methods …

[PDF][PDF] An evaluation of preprocessing techniques for text classification

AI Kadhim - International Journal of Computer Science and …, 2018 - researchgate.net
Text preprocessing is a vital stage in text classification (TC) particularly and text mining
generally. Text preprocessing tools is to reduce multiple forms of the word to one form. In …

Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy

I Spada, F Chiarello, S Barandoni, G Ruggi… - … Forecasting and Social …, 2022 - Elsevier
We still know little about the role of higher education in the digital transformation. If on one
side the labor market is constantly evolving and is asking for an up-skilling process of the …