[論文]WWW2012気になったもの

WWW2012 Proceedings

とりあえず気になった論文を幾つか

 

 

 

Session: Security and Fraud in Social Networks

Understanding and Combating Link Farming in the Twitter Social Network (Page 61)
Saptarshi Ghosh, Bimal Viswanath, Farshad Kooti, Naveen Sharma, Gautam Korlam, Fabricio Benevenuto, Niloy Ganguly, Krishna Gummadi

 

Session: Web Performance

TailGate: Handling Long-Tail Content with a Little Help from Friends (Page 151)
Stefano Traverso, K?vin Huguenin, Ionut Triestan, Vijay Erramilli, Nikolaos Laoutaris, Kostantina Papagiannaki

DOHA: Scalable Real-Time Web Applications Through Adaptive Concurrent Execution (Page 161)
Aiman Erbad, Norman Hutchinson, Charles Krasic

 

Session: Fraud and Bias in User Ratings

Semi-Supervised Correction of Biased Comment Ratings (Page 181)
Abhinav Mishra, Rajeev Rastogi

Spotting Fake Reviewer Groups in Consumer Reviews (Page 191)
Arjun Mukherjee, Bing Liu, Natalie Glance

Estimating the Prevalence of Deception in Online Review Communities (Page 201)
Myle Ott, Claire Cardie, Jeff Hancock

 

Session: Behavioral Analysis & Content Characterization in Social Media

YouTube Around the World: Geographic Popularity of Videos (Page 241)
Anders Brodersen, Salvatore Scellato, Mirjam Wattenhofer

Dynamical Classes of Collective Attention in Twitter (Page 251)
Janette Lehmann, Bruno Gon?alves, Jos? Ramasco, Ciro Cattuto

We Know What @You #Tag: Does the Dual Role Affect Hashtag Adoption? (Page 261)
Lei Yang, Tao Sun, Ming Zhang, Qiaozhu Mei

Bimodal Invitation-Navigation Fair Bets Model for Authority Identification in a Social Network (Page 709)
Suratna Budalakoti, Ron Bekkerman

 

 
Session: Creating and Using Links between Data Objects

Factorizing YAGO: Scalable Machine Learning for Linked Data (Page 271)
Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel

Semantic Navigation on the Web of Data: Specification of Routes, Web Fragments and Actions (Page 281)
Valeria Fionda, Claudio Gutierrez, Giuseppe Pirro'

Understanding Web Images by Object Relation Network (Page 291)
Na Chen, Qian-Yi Zhou, Viktor Prasanna

 

 

Session: Community Detection in Social networks

Using Content and Interactions for Discovering Communities in Social Networks (Page 331)
Mrinmaya Sachan, Danish Contractor, Tanveer Faruquie, L. Venkata Subramaniam

Community Detection in Incomplete Information Networks (Page 341)
Wangqun Lin, Xiangnan Kong, Philip Yu, Quanyuan Wu, Yan Jia, Chuan Li

QUBE: A Quick algorithm for Updating BEtweenness centrality (Page 351)
Min-Joong Lee, Jungmin Lee, Jaimie Park, Ryan Choi, Chin-Wan Chung

 

・このセッションは読んでおかないとね．

 

 

Session: Advertising on the Web 2

On Revenue in the Generalized Second Price Auction (Page 361)
Brendan Lucier, Renato Paes Leme, Eva Tardos

Handling Forecast Errors While Bidding for Display Advertising (Page 371)
Kevin Lang, Benjamin Moseley, Sergei Vassilvitskii

Optimizing Budget Allocation Among Channels and Influencers (Page 381)
Noga Alon, Iftah Gamzu, Moshe Tennenholtz

 

 

 

Session: Information Diffusion in Social Networks

Information Transfer in Social Media (Page 509)
Greg Ver Steeg, Aram Galstyan

The Role of Social Networks in Information Diffusion (Page 519)
Eytan Bakshy, Itamar Rosenn, Cameron Marlow, Lada Adamic

Recommendations to Boost Content Spread in Social Networks (Page 529)
Vineet Chaoji, Sayan Ranu, Rajeev Rastogi, Rushi Bhatt

 

 

Session: Web User Behavioral Analysis and Modeling

Modeling and Predicting Behavioral Dynamics on the Web (Page 599)
Kira Radinsky, Krysta Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz

Are Web Users Really Markovian? (Page 609)
Flavio Chierichetti, Ravi Kumar, Prabhakar Raghavan, Tamas Sarlos

Human Wayfinding in Information Networks (Page 619)
Robert West, Jure Leskovec

 

 

Session: Social Interactions and the Web

Actions Speak as Loud as Words: Predicting Relationships from Social Behavior Data (Page 689)
Sibel Adali, Fred Sisenda, Malik Magdon-Ismail

Echoes of Power: Language Effects and Power Differences in Social Interaction (Page 699)
Cristian Danescu-Niculescu-Mizil, Lillian Lee, Bo Pang, Jon Kleinberg

 

 

Session: Leveraging User-Generated Content

Mining Photo-Sharing Websites to Study Ecological Phenomena (Page 749)
Haipeng Zhang, Mohammed Korayem, David Crandall, Gretchen LeBuhn

Learning from the Past: Answering New Questions with Past Answers (Page 759)
Anna Shtok, Gideon Dror, Yoelle Maarek, Idan Szpektor

Discovering Geographical Topics in the Twitter Stream (Page 769)
Liangjie Hong, Amr Ahmed, Siva Gurumurthy, Alexander Smola, Kostas Tsioutsiouliklis

・これはエリアダスですね

・あわせて読む　：　WSDM 2012のBest Paper "Object Matching in Tweets with Spatial Models" 

 

Session: Collaboration in Social Networks

Online Team Formation in Social Networks (Page 839)
Aris Anagnostopoulos, Luca Becchetti, Carlos Castillo, Aristides Gionis, Stefano Leonardi

Understanding Task-Driven Information Flow in Collaborative Networks (Page 849)
Gengxin Miao, Shu Tao, Winnie Cheng, Randy Moulic, Louise Moser, David Lo, Xifeng Yan

New Objective Functions for Social Collaborative Filtering (Page 859)
Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie, Edwin Bonilla, Ehsan Abbasnejad, Nicolas Della Penna

 

Session: Information Extraction

Micropinion Generation: An Unsupervised Approach to Generating Ultra-Concise Summaries of Opinions (Page 869)
Kavita Ganesan, ChengXiang Zhai, Evelyne Viegas

Mr. LDA: A Flexible Large Scale Topic Modeling Package Using Variational Inference in MapReduce (Page 879)
Ke Zhai, Jordan Boyd-Graber, Nima Asadi, Mohamad Alkhouja

 

Session: Web Mining

Trains of Thought: Generating Information Maps (Page 899)
Dafna Shahaf, Carlos Guestrin, Eric Horvitz

Learning Causality for News Events Prediction (Page 909)
Kira Radinsky, Sagie Davidovich, Shaul Markovitch

Your Two Weeks of Fame and Your Grandmother's (Page 919)
James Cook, Atish Das Sarma, Alex Fabrikant, Andrew Tomkins

 

Session: Data and Content Management 2

A Unified Approach to Learning Task-Specific Bit Vector Representations for Fast Nearest Neighbor Search (Page 929)
Vinod Nair, Dhruv Mahajan, Sundararajan Sellamanickam

・WWW気になった論文リスト - kisa12012の日記　でもありますように，ビットベクトル＋近傍探索　で，これも興味大（あとで読む）

Lightweight Automatic Face Annotation in Media Pages (Page 939)
Dmitri Perelman, Edward Bortnikov, Ronny Lempel, Roman Sandler

Distributed Graph Pattern Matching (Page 949)
Shuai Ma, Yang Cao, Jinpeng Huai, Tianyu Wo

 

Session: Social Networks

Vertex Collocation Profiles: Subgraph Counting for Link Analysis and Prediction (Page 1019)
Ryan Lichtenwalter, Nitesh Chawla

Framework and Algorithms for Network Bucket Testing (Page 1029)
Liran Katzir, Edo Liberty, Oren Somekh

Winner Takes All: Competing Viruses or Ideas on Fair-Play Networks (Page 1037)
B. Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos

 

Session: User Interfaces and Human Factors

A Dual-Mode User Interface for Accessing 3D Content on the World Wide Web (Page 1047)
Jacek Jankowski, Stefan Decker

Exploiting Single-User Web Applications for Shared Editing - A Generic Transformation Approach (Page 1057)
Matthias Heinrich, Franz Lehmann, Thomas Springer, Martin Gaedke

"It's Simply Integral to What I Do": Enquiries into How the Web is Weaved into Everyday Life (Page 1067)
Si?n Lindley, Sam Meek, Abigail Sellen, Richard Harper