Search Results - subject:"Data mining."

Getting personal : a deep learning artifact for text-based measurement of personality

Yang, Kai; Lau, Raymond Yiu Keung; Abbasi, Ahmed - In: Information systems research : ISR 34 (2023) 1, pp. 194-222

Persistent link: https://www.econbiz.de/10014323466

Entity matching with similarity encoding : a supervised learning recommendation framework for linking (big) data

Karapanagiotis, Pantelis; Liebald, Marius - 2023

In this study, we introduce a novel entity matching (EM) framework. It com-bines state-of-the-art EM approaches based on Artiﬁcial Neural Networks (ANN) with a new similarity encoding derived from matching techniques that are preva-lent in ﬁnance and economics. Our framework is on-par or...

Persistent link: https://www.econbiz.de/10014327033

Antecedents of big data adoption in financial institutions

Eresia-Eke, Chuks; Mojalefa, Mahlogonolo; Nyanga, Taguma - 2023

Persistent link: https://www.econbiz.de/10014327721

Designing a data mining process for the financial services domain

Plotnikova, Veronika; Dumas, Marlon; Nolte, Alexander; … - In: Journal of business analytics 6 (2023) 2, pp. 140-166

Persistent link: https://www.econbiz.de/10014251111

Beyond descriptive taxonomies in data analytics : a systematic evaluation approach for data-driven method pipelines

Zschech, Patrick - In: Information systems and e-business management : ISeB 21 (2023) 1, pp. 193-227

Persistent link: https://www.econbiz.de/10014252237

Use of big data analytics for small and medium sized businesses

Chernova, Olga A.; Mitrofanova, Inna V.; Pleshakova, … - In: Serbian journal of management : an international … 18 (2023) 1, pp. 93-109

Persistent link: https://www.econbiz.de/10014308876

The data-driven leader : developing a big data analytics leadership competency framework

Schmidt, David Holger; Dierendonck, Dirk van; Weber, Ulrike - In: The journal of management development 42 (2023) 4, pp. 297-326

Persistent link: https://www.econbiz.de/10014312962

Forecasting Housing Output with Artificial-Intelligence-Based Big Data Analytics : An Application of Natural Language Processing and Google Trends Analytics

Mao, Xuxin - 2023

Big Data and artificial intelligence are quickly changing economic forecasting practices. While the big data analytics is gradually applied in the construction industry, it has not been widely used for construction predictions. Although the economists start to use Google search data to predict...

Persistent link: https://www.econbiz.de/10014261082

Machine Learning for Text Mining Based on Prediction of Occupational Accidents and Safety Risk Calculation

Li, Chang; Pan, Bing; Xiang, Zheng; Zhang, Lixuan; Chen, Lee - 2023

Occupational accidents are a serious threat to any organization. Occupational accidents in steel industry sector remain a threat as workforce is exposed to different kinds of hazards due to the workplace characteristics. In this study, a unique method is proposed by developing a text mining...

Persistent link: https://www.econbiz.de/10014262136

Research on Multi-Attribute Decision Making Based on Data Mining Under the Dynamic Hybrid Trust Network

Jinghua, Zhao; Haiying, Rong - 2023

development of big data and network environment, a PROMETHEE multi-attribute decision-making method based on data mining under …-making under the development of big data and network environment, a PROMETHEE multi-attribute decision-making method based on data … mining under dynamic hybrid trust network is proposed. Firstly, the evaluation similarity based on degree centrality and the …

Persistent link: https://www.econbiz.de/10014262290