Automated Taxonomy Discovery and Exploration

Inbunden, Engelska, 2022

Av Jiaming Shen, Jiawei Han

799 kr

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It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains.

Produktinformation

Utgivningsdatum2022-09-29
Mått168 x 240 x 13 mm
Vikt385 g
FormatInbunden
SpråkEngelska
SerieSynthesis Lectures on Data Mining and Knowledge Discovery
Antal sidor103
FörlagSpringer International Publishing AG
ISBN9783031114045

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Systemvetenskap och AI inom Data och it
Databaser inom Data och it

Jiaming Shen, Ph.D., is a Research Scientist at Google Research working on data mining and natural language processing. His research aims to develop automated methods for mining knowledge from text data without excessive human annotations. He completed his Ph.D. from the University of Illinois at Urbana-Champaign and a B.S. degree from Shanghai Jiao Tong University. His research has been awarded several fellowships and scholarships, including a Brian Totty Graduate Fellowship and a Yunni & Maxine Pao Memorial Fellowship.Jiawei Han, Ph.D. is a Michael Aiken Chair Professor at the University of Illinois at Urbana-Champaign. His research areas encompass data mining, text mining, data warehousing, and information network analysis, with over 800 research publications. He is a Fellow of both ACM and the IEEE and has received numerous prominent awards, including the ACM SIGKDD Innovation Award (2004) and the IEEE Computer Society W. Wallace McDowell Award (2009).