Data clustering: application and trends

GJ Oyewole, GA Thopil - Artificial Intelligence Review, 2023 - Springer
Clustering has primarily been used as an analytical technique to group unlabeled data for
extracting meaningful information. The fact that no clustering algorithm can solve all …

Do big data-driven HR practices improve HR service quality and innovation competency of SMEs

S Verma, V Singh, SS Bhattacharyya - International Journal of …, 2021 - emerald.com
Purpose Today, big data (BD) is considered as a crucial investment for firms to stay
competitive. However, the human resource (HR) function within small-and medium-sized …

Scenario modeling for government big data governance decision-making: Chinese experience with public safety services

Z Liu, X Li, X Zhu - Information & management, 2022 - Elsevier
In the public safety service context, government big data governance (GBDG) is a
challenging decision-making problem that encompasses uncertainties in the arenas of big …

Investigating employees' occupational risks and benefits resulting from artificial intelligence: An empirical analysis

Q Wang, X Liu, KW Huang - Information & Management, 2024 - Elsevier
With rapid advances in artificial intelligence (AI), more employees are benefiting from or
being replaced by AI. Nevertheless, we know little about the extent to which AI affects …

Industry-sensitive language modeling for business

P Borchert, K Coussement, J De Weerdt… - European Journal of …, 2024 - Elsevier
We introduce BusinessBERT, a new industry-sensitive language model for business
applications. The key novelty of our model lies in incorporating industry information to …

An artificial intelligence-enabled industry classification and its interpretation

D Kim, HG Kang, K Bae, S Jeon - Internet Research, 2022 - emerald.com
Purpose To overcome the shortcomings of traditional industry classification systems such as
the Standard Industrial Classification Standard Industrial Classification, North American …

Talent flow in China's intelligent connected vehicle industry: Evidence from online resume mining

H Zhang, Y Qi, G Zhang, D Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Talent is crucial for accelerating the growth of China's intelligent connected vehicle (ICV)
industry. To gain insights into talent flow within the industry, in this article, we propose the …

Uncovering IT Career Path Patterns with Job Embedding-based Sequence Clustering

H Zhong, C Liu, C Wu - ACM Transactions on Management Information …, 2025 - dl.acm.org
Extracting typical career paths from large-scale and unstructured talent profiles has recently
attracted increasing research attention. However, various challenges arise in effectively …

An integrated framework for assessing the technology roadmapping process from multiple perspectives: The case at the sector level

Y Geum, C Farrukh, S Lee - Journal of Engineering and Technology …, 2023 - Elsevier
We propose an approach to assess, and thus, update the technology roadmapping process.
Building on extant literature, we define the ideal roadmapping process and suggest an …

Interactive design and management method of art teaching system in colleges and universities under the background of big data

Z Huang - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Now, there are some problems in the art teaching system of colleges and universities, such
as low management efficiency. However, with the development of big data technology, big …