Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna,...

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Locations and Networks at scale: From insights to predictive models Dmytro Karamshuk Centre of Telecommunications Research Department of Informatics, King's College London

Transcript of Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna,...

Page 1: Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna, Jan'2015

Locations and Networks at scale:

From insights to predictive models

Dmytro Karamshuk

Centre of Telecommunications Research

Department of Informatics, King's College London

Page 2: Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna, Jan'2015

Understanding watching patterns of on-

demand TV users

On Factors Affecting the Usage and Adoption of a Nation-wide TV Streaming Service. D. Karamshuk, N. Sastry, A. Secker, J. Chandaria, IEEE INFOCOM, Hong Kong, 2015.

ISP-friendly Peer-assisted On-demand Streaming of Long Duration Content in BBC iPlayer. D. Karamshuk, N. Sastry, A. Secker, J. Chandaria, IEEE INFOCOM, Hong Kong, 2015.

Page 3: Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna, Jan'2015

Identifying Geographic Clusters of Scientific Activity

Identifying Geographic Clusters: A Network Approach. R. Catini, D. Karamshuk, O. Penner, M. Riccaboni, Elsevier Journal on Research Policy, 2015.

Japan

Tokyo

Page 4: Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna, Jan'2015

Mining Social Media for Geographic Retail

Analysis

Geo-Spotting: Mining Online Location-based Services for Optimal Retail Store Placement. D. Karamshuk, A. Noulas, S. Scellato, V. Nicosia, C. Mascolo, ACM SIGKDD

Conference on Knowledge Discovery and Data Mining (KDD), Chicago, 2013.

Page 5: Locations and Networks at scale: From insights to predictive models, workshop at IAEA, Vienna, Jan'2015

Predicting Pinterest: Automating a distributed human computation. C. Zhong, D. Karamshuk, N. Sastry,

World Wide Web Conference (WWW), Florence, 2015.

Predicting user behavior in Pinterest

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Dmytro Karamshuk

Twitter: @karamshuk

“True genius resides in the capacity for evaluation of uncertain, hazardous, and

conflicting information”

#ChurchillQuotes