Influencing models and determinants in big data analytics research: A bibliometric analysis

M Aboelmaged, S Mouakket - Information Processing & Management, 2020 - Elsevier
Incorporating big data analytics into a particular context brings various challenges that rest
on the model or framework through which individuals or organisations adopt big data to …

A recipe for big data value creation

O Ylijoki, J Porras - Business Process Management Journal, 2019 - emerald.com
Purpose The purpose of this paper is to present a process-theory-based model of big data
value creation in a business context. The authors approach the topic from the viewpoint of a …

Regression and decision tree approaches in predicting the effort in resolving incidents

S Christa, V Suma, U Mohan - International Journal of …, 2022 - inderscienceonline.com
IT service management plays a key role in software maintenance. Service management
offers the customers a platform to raise the incidents that needs to be resolved. This papers …

Applying data mining algorithms to encourage mental health disclosure in the workplace

G Singer, M Golan - International Journal of Business …, 2021 - inderscienceonline.com
The importance of sharing mental health issues with supervisors is well established.
However, the decision to disclose such intimate information is complex and is influenced by …

[HTML][HTML] Sustainability perceptions towards digitalization of maintenance services–A survey

BR Karki, O Ylijoki, S Basnet, J Porras - Sustainable Manufacturing and …, 2024 - Elsevier
Digital maintenance has the potential to leverage data and advanced analytics to forecast,
prevent, diagnose, and rectify equipment problems. To better fulfill the maintenance …

Big data and big risk: a four-factor framework for big data security and privacy

Y Zuo - International journal of business information …, 2023 - inderscienceonline.com
Big data refers to a very large volume of data with possibly varied and complex structure.
With growing data processing and data analytic techniques, big data provides significant …

Artificial intelligence databases: turn-on big data of the SMBs

P Manivannan, D Prabha… - … Journal of Business …, 2022 - inderscienceonline.com
The small and medium businesses are working hard to make sense on the information data
that has been collected from network sources and to translate it into tangible results. In fact …

Developing a scale to assess analytical competencies of HR professionals

S Kalvakolanu - International Journal of Business …, 2022 - inderscienceonline.com
HR professionals play a significant role in keeping the organisation ready to face
competition. Specifically, HR professionals are to update, upgrade and acquire the new …

Guidelines for assessing the value of a predictive algorithm: a case study

O Ylijoki - Journal of Marketing Analytics, 2018 - Springer
Predictive algorithms are increasingly used to support decision making. Understanding the
costs and benefits of a predictive model is an important aspect for businesses. However …

Design of decision support system for yield management in semiconductor industry: application to artificial intelligence

SY Lee, MJ Park - International Journal of Business …, 2022 - inderscienceonline.com
The situation in the semiconductor production lines change from time to time, requiring
extemporal decisions. Under such circumstances, the decision-making method of production …