PPT-Task-aware query recommendation

Henry Feild James Allan Center for Intelligent Information Retrieval University of Massachusetts Amherst July 29 2013 Dublin Ireland 1 Delaware Solar Energy Coalition The Delaware Solar Energy Coalition . Speaker: . Rui-Rui. Li. Supervisor: Prof. Ben Kao. 1. Outline. Introduction. Motivation. Methods. -using click-through data. -using session data. -context aware query suggestion. -other methods. Conclusion. The Challenge of Transparency. Dr. Albert Siu . New York Academy of Medicine. Background. The U.S. Preventive Services Task Force…. Established in 1984. Makes recommendations on clinical preventive services for primary care. Jobs using . Mantri. Ganesh Ananthanarayanan. †. , Srikanth Kandula*, Albert Greenberg*, Ion Stoica. †. , Yi Lu*, Bikas Saha*, Ed Harris*. . †. UC Berkeley * . Microsoft. 1. MapReduce Jobs. Data Analytics. Qifan Pu, Ganesh . Ananthanarayanan. , Peter . Bodik. , . Srikanth. . Kandula. , . Aditya. . Akella. , . Paramvir. . Bahl. , Ion . Stoica. WAN. Geo-distributed Data. . Analytics. Seattle. Zi Yang. , Eric Nyberg. Language Technologies Institute. School of Computer Science. Carnegie Mellon University. {. ziy. , . ehn. }@. cs.cmu.edu. Outline. Background. Problem Definition. Proposed Approach. CATERING . The following are suggestions for breakfast, lunch, and an afternoon snack. Energizing foods with high protein are recommended. Always include vegetarian options.. Beverage. Suggestions. User Behavior Modeling and Search Personalization. *. Hongning . Wang. Department of Computer Science. University of Illinois at Urbana-Champaign. Urbana IL, 61801 USA. wang296@illinois.edu. *work is done when visiting Microsoft Research. CATERING . The following are suggestions for breakfast, lunch, and an afternoon snack. Energizing foods with high protein are recommended. Always include vegetarian options.. Beverage. Suggestions. Jobs using . Mantri. Ganesh Ananthanarayanan. †. , Srikanth Kandula*, Albert Greenberg*, Ion Stoica. †. , Yi Lu*, Bikas Saha*, Ed Harris*. . †. UC Berkeley * . Microsoft. 1. MapReduce Jobs. Qifan Pu, Ganesh . Ananthanarayanan. , Peter . Bodik. , . Srikanth. . Kandula. , . Aditya. . Akella. , . Paramvir. . Bahl. , Ion . Stoica. Global DC Footprints. Apps are deployed in many DCs and edges. 2012 ANZAM Mid-Year Doctoral Workshop. Victoria University, Friday 17 August. Professor Gael McDonald. Alternative title – producing research, staying married, employed, healthy and sane. The secret of managing your time is to work more efficiently, not . 2012 ANZAM Mid-Year Doctoral Workshop. Victoria University, Friday 17 August. Professor Gael McDonald. Alternative title – producing research, staying married, employed, healthy and sane. The secret of managing your time is to work more efficiently, not . Recommendation . in . ECommerce. Amey. . Sane. CMSC-601. May 11. th. . 2011. Use of Agents in . E. Commerce. . Product Search/Identification (. eg. “. Eyes” by . amazon. ). Information Brokering. Shaleen. Deep. shaleen. @. cs.wisc.edu. Wisconsin DB Affiliates 2021. UNIVERSITY of WISCONSIN-MADISON. INTRODUCTION. Data driven pipelines are the workhorse for modern applications. Workflow for these pipelines consists of several simpler tasks...