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Machine learning for creativity : using similarity networks to design better crowdfunding projects

Wei, Yanhao; Hong, Jihoon; Tellis, Gerard J. - In: Journal of marketing 86 (2022) 2, pp. 87-104

Persistent link: https://www.econbiz.de/10013258791

Navigating a product landscape for technology opportunity analysis : a word2vec approach using an integrated patent-product database

Lee, Changyong; Jeon, Daeseong; Ahn, Joon Mo; Kwon, Ohjin - In: Technovation : the international journal of … 96/97 (2020), pp. 1-18

Persistent link: https://www.econbiz.de/10012607978

An inside view of corporate ESG practices

Briscoe-Tran, Hoa - 2021

Firms often broadcast commitments to environmental, social, and governance (ESG) practices, but do these commitments reflect their internal practices? To find out, I introduce an inside measure of ESG practices from 10 million employee reviews via a word-embedding model. The measure predicts a...

Persistent link: https://www.econbiz.de/10012816469

Improving matching process with expanding and classifying criterial keywords leveraging word embedding and hierarchical clustering methods

Iwakami, Yutaka; Takuma, Hironori; Iwashita, Motoi - In: The review of socionetwork strategies 14 (2020) 2, pp. 193-204

Persistent link: https://www.econbiz.de/10012306095

The impact of preprocessing steps on the accuracy of machine learning algorithms in sentiment analysis

Alam, Saqib; Yao, Nianmin - In: Computational and mathematical organization theory 25 (2019) 3, pp. 319-335

Persistent link: https://www.econbiz.de/10012098941

Hybrider Ansatz zur automatisierten Themen-Klassifizierung von Produktrezensionen

Goetz, Rene; Piazza, Alexander; Bodendorf, Freimut - In: HMD : Praxis der Wirtschaftsinformatik 56 (2019) 329, pp. 932-946

Im Online-Handel werden durch Interaktionen von Kunden mit den Web-Plattformen enorme Datenmengen generiert. So zählt Kundenfeedback in Form von Produktrezensionen zu den unstrukturierten Daten, für deren Verarbeitung Ansätze aus dem Gebiet der Computerlinguistik und des maschinellen Lernens...

Persistent link: https://www.econbiz.de/10012115236

Actuarial applications of word embedding models

Lee, Gee; Manski, Scott; Maiti, Tapabrata - In: ASTIN bulletin : the journal of the International … 50 (2020) 1, pp. 1-24

Persistent link: https://www.econbiz.de/10012194107

The differences in hotel selection among various types of travellers : a comparative analysis with a useful bounded rationality behavioural decision support model

Wang, Le; Wang, Xiao-kang; Peng, Juan-juan; Wang, Jian-qiang - In: Tourism management : research, policies, practice 76 (2020), pp. 1-16

Persistent link: https://www.econbiz.de/10012137842

Measuring corporate human capital disclosures : lexicon, data, code, and research opportunities

Demers, Elizabeth; Wang, Victor Xiaoqi; Wu, Kean - In: The journal of information systems : JIS ; a semiannual … 38 (2024) 2, pp. 163-186

Persistent link: https://www.econbiz.de/10014633225

Screening ideas in the early stages of technology development : a word2vec and convolutional neural network approach

Hong, Suckwon; Kim, Juram; Woo, Han-Gyun; Kim, Young-Choon - In: Technovation : the international journal of … 112 (2022), pp. 1-12

Persistent link: https://www.econbiz.de/10013390645