2015 UserModelinginTelecommunication

• (Yang, 2015) ⇒ Qiang Yang. (2015). “User Modeling in Telecommunications and Internet Industry." Invited Talk at the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2015). ISBN:978-1-4503-3664-2 doi:10.1145/2783258.2790459

Subject Headings:

Cited By

• http://scholar.google.com/scholar?q=%222015%22+User+Modeling+in+Telecommunications+and+Internet+Industry
• http://dl.acm.org/citation.cfm?id=2783258.2790459&preflayout=flat#citedby

Quotes

Author Keywords

• Data mining; internet; recommendations; telecommunications; user modeling

Abstract

It is extremely important in many application domains to have accurate models of user behavior. Data mining allows user models to be constructed based on vast available data automatically. User modeling has found applications in mobile APP recommendations, social networking, financial product marketing and customer service in telecommunications. Successful user modeling should be aware of several critical issues: who are the target users' How should the solutions be updated when new data come in? How should user feedback be handled? What are the " pain " points of users' In this talk, I will discuss my own experience on user modeling with big data. I will draw examples from telecommunications and the Internet industry, contrasting and highlighting some lessons learned in these industries.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2015 UserModelinginTelecommunication	Qiang Yang			User Modeling in Telecommunications and Internet Industry				10.1145/2783258.2790459		2015