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Keywords: customer networks
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Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044501.
Paper No: MD-24-1118
Published Online: October 24, 2024
... [ 19 ] to extract customer attributes. Second, to compute the importance of attributes, a neural network classifier is trained and tested. Lastly, a customer network is constructed based on a new similarity function and then partitioned into segments. This new function addresses the limitation...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121703.
Paper No: MD-22-1222
Published Online: October 10, 2022
... network is constructed based on these attributes and predefined networking rules. For networking, a new concept of “topic similarity” is proposed to reflect social meaning in the customer network. Finally, the network is partitioned by modularity clustering, and the resultant clusters are analyzed...