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WWW
'11 Proceedings Table of Contents
Message from the Chair of IW3C2
Mary Ellen Zurko (IBM Software Group)
Message
from the General Chairs
S. Sadagopan (IIIT
Bangalore)
Arun Kumar (IBM
Research-India)
Krithi Ramamritham
(IIT Bombay)
P. Ravindra (Infosys
E & R)
WWW
2011 Program Chairs' Welcome
Elisa Bertino
(Purdue University)
Ravi Kumar (Yahoo!
Research)
PhD
Symposium Welcome
Vasudeva Varma
(IIIT Hyderabad)
Xiaofang Zhou (University
of Queensland)
WWW
2011 Conference Organization
WWW
2011 Papers, Posters & Demo Program Committee
WWW
2011 Additional Reviewers
WWW
2011 Sponsors, Supporters, Hosts & Organizers
WWW
2011 Author Index
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Keynote
Addresses
How
Can Scientists Help to Spread the Web to All Sections of the Society? (Page
1)
A. P. J. Abdul
Kalam (11th President of India)
Designing
the Web for an Open Society (Page
3)
Sir Tim Berners-Lee
(Massachusetts Institute of Technology & World Wide Web Foundation)
Games,
Algorithms, and the Internet (Page
5)
Christos H. Papadimitriou
(University of California, Berkeley) |
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Session
1: Intent Understanding
Sparse
Hidden-Dynamics Conditional Random Fields for User Intent Understanding (Page
7)
Yelong Shen (Beihang
University China)
Jun Yan (Microsoft
Research Asia)
Shuicheng Yan
(National University of Singapore)
Lei Ji (Microsoft
Research Asia)
Ning Liu (Microsoft
Research Asia)
Zheng Chen (Microsoft
Research Asia)
Characterizing
Search Intent Diversity into Click Models (Page
17)
Botao Hu (Tsinghua
University & Microsoft Research Asia)
Yuchen Zhang (Tsinghua
University & Microsoft Research Asia)
Weizhu Chen (Microsoft
Research Asia & Hong Kong University of Science and Technology)
Gang Wang (Microsoft
Research Asia)
Qiang Yang (Hong
Kong University of Science and Technology)
Addressing
People's Information Needs Directly in a Web Search Result Page (Page
27)
Lydia B. Chilton
(University of Washington)
Jaime Teevan (Microsoft
Research) |
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Session
2: Recommendation
A
Unified Framework for Recommending Diverse and Relevant Queries (Page
37)
Xiaofei Zhu (Chinese
Academy of Sciences)
Jiafeng Guo (Chinese
Academy of Sciences)
Xueqi Cheng (Chinese
Academy of Sciences)
Pan Du (Chinese
Academy of Sciences)
Hua-Wei Shen (Chinese
Academy of Sciences)
Improving
Recommendation for Long-Tail Queries Via Templates (Page
47)
Idan Szpektor
(Yahoo! Research)
Aristides Gionis
(Yahoo! Research)
Yoelle Maarek
(Yahoo! Research)
Learning
to Model Relatedness for News Recommendation (Page
57)
Yuanhua Lv (University
of Illinois at Urbana-Champaign)
Taesup Moon (Yahoo!
Labs)
Pranam Kolari
(Yahoo! Labs)
Zhaohui Zheng
(Yahoo! Labs)
Xuanhui Wang (Yahoo!
Labs)
Yi Chang (Yahoo!
Labs) |
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Session
3: Web Mining
Model
Characterization Curves for Federated Search Using Click-Logs: Predicting
User Engagement Metrics for the Span of Feasible Operating Points (Page
67)
Ashok Kumar Ponnuswami
(Microsoft Corporation)
Kumaresh Pattabiraman
(Microsoft Corporation)
Desmond Brand
(Microsoft Corporation)
Tapas Kanungo
(Microsoft Corporation)
Generalized
Link Suggestions Via Web Site Clustering (Page
77)
Jangwon Seo (University
of Massachusetts, Amherst)
Fernando Diaz
(Yahoo! Research)
Evgeniy Gabrilovich
(Yahoo! Research)
Vanja Josifovski
(Yahoo! Research)
Bo Pang (Yahoo!
Research)
A
Self-Training Approach for Resolving Object Coreference on the Semantic
Web (Page
87)
Wei Hu (Nanjing
University)
Jianfeng Chen
(Nanjing University)
Yuzhong Qu (Nanjing
University) |
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Session
4: Query Analysis
Query
Segmentation Revisited (Page
97)
Matthias Hagen
(Bauhaus-Universität Weimar)
Martin Potthast
(Bauhaus-Universität Weimar)
Benno Stein (Bauhaus-Universität
Weimar)
Christof Bräutigam
(Bauhaus-Universität Weimar)
Context-Sensitive
Query Auto-Completion (Page
107)
Ziv Bar-Yossef
(Google Inc.)
Naama Kraus (Technion
- Israel Institute of Technology)
Online
Spelling Correction for Query Completion (Page
117)
Huizhong Duan
(University of Illinois at Urbana-Champaign)
Bo-June (Paul)
Hsu (Microsoft Research) |
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Session
5: Monetization I
An
Expressive Mechanism for Auctions on the Web (Page
127)
Paul Dütting (Ecole
Polytechnique Fédérale de Lausanne)
Monika Henzinger
(University of Vienna)
Ingmar Weber (Yahoo!
Research)
Incentivizing
High-Quality User-Generated Content (Page
137)
Arpita Ghosh (Yahoo!
Research)
Preston McAfee
(Yahoo! Research)
Buy-It-Now
or Take-a-Chance: A Simple Sequential Screening Mechanism (Page
147)
L. Elisa Celis
(University of Washington)
Gregory Lewis
(Harvard University)
Markus M. Mobius
(Harvard University)
Hamid Nazerzadeh
(Microsoft Research) |
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Session
6: Monetization II
Here,
There, and Everywhere: Correlated Online Behaviors Can Lead to Overestimates
of the Effects of Advertising (Page
157)
Randall A. Lewis
(Yahoo! Research)
Justin M. Rao
(Yahoo! Research)
David H. Reiley
(Yahoo! Research)
Adaptive
Policies for Selecting Groupon Style Chunked Reward Ads in a Stochastic
Knapsack Framework (Page
167)
Michael Grabchak
(Cornell University)
Narayan Bhamidipati
(Yahoo! Labs)
Rushi Bhatt (Yahoo!
Labs)
Dinesh Garg (Yahoo!
Labs)
A
Game Theoretic Formulation of the Service Provisioning Problem in Cloud
Systems (Page
177)
Danilo Ardagna
(Politecnico di Milano)
Barbara Panicucci
(Politecnico di Milano)
Mauro Passacantando
(Università di Pisa) |
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Session
7: Web Security
ARROW:
GenerAting SignatuRes to Detect DRive-By DOWnloads (Page
187)
Junjie Zhang (Georgia
Institute of Technology)
Christian Seifert
(Microsoft Bing)
Jack W. Stokes
(Microsoft Research)
Wenke Lee (Georgia
Institute of Technology)
Prophiler:
A Fast Filter for the Large-Scale Detection of Malicious Web Pages (Page
197)
Davide Canali
(Institute Eurecom)
Marco Cova (University
of Birmingham)
Giovanni Vigna
(University of California, Santa Barbara)
Christopher Kruegel
(University of California, Santa Barbara)
Heat-Seeking
Honeypots: Design and Experience (Page
207)
John P. John (University
of Washington)
Fang Yu (Microsoft
Research)
Yinglian Xie (Microsoft
Research)
Arvind Krishnamurthy
(University of Washington)
Martín Abadi (Microsoft
Research) |
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Session
8: Trust and Diversity
Semi-Supervised
Truth Discovery (Page
217)
Xiaoxin Yin (Microsoft
Research)
Wenzhao Tan (Microsoft
Research)
SourceRank:
Relevance and Trust Assessment for Deep Web Sources Based on Inter-Source
Agreement (Page
227)
Raju Balakrishnan
(Arizona State University)
Subbarao Kambhampati
(Arizona State University)
Search
Result Diversity for Informational Queries (Page
237)
Michael J. Welch
(Yahoo! Inc.)
Junghoo Cho (University
of California, Los Angeles)
Christopher Olston
(Yahoo! Research) |
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Session
9: Spatio-Temporal Analysis
Geographical
Topic Discovery and Comparison (Page
247)
Zhijun Yin (University
of Illinois at Urbana-Champaign)
Liangliang Cao
(University of Illinois at Urbana-Champaign)
Jiawei Han (University
of Illinois at Urbana-Champaign)
Chengxiang Zhai
(University of Illinois at Urbana-Champaign)
Thomas Huang (University
of Illinois at Urbana-Champaign)
The
Web of Topics: Discovering the Topology of Topic Evolution in a Corpus (Page
257)
Yookyung Jo (Cornell
University)
John E. Hopcroft
(Cornell University)
Carl Lagoze (Cornell
University)
Unified
Analysis of Streaming News (Page
267)
Amr Ahmed (Carnegie
Mellon University)
Qirong Ho (Carnegie
Mellon University)
Jacob Eisenstein
(Carnegie Mellon University)
Eric P. Xing (Carnegie
Mellon University)
Alexander J. Smola
(Yahoo! Research)
Choon Hui Teo
(Yahoo! Research) |
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Session
10: Multimedia
Learning
to Re-Rank: Query-Dependent Image Re-Ranking Using Click Data (Page
277)
Vidit Jain (Yahoo!
Labs)
Manik Varma (Microsoft
Research India)
Video
Summarization Via Transferrable Structured Learning (Page
287)
Liangda Li (Georgia
Institute of Technology)
Ke Zhou (Georgia
Institute of Technology)
Gui-Rong Xue (Alibaba
Group R&D)
Hongyuan Zha (Georgia
Institute of Technology)
Yong Yu (Shanghai
Jiao-Tong University)
Towards
Semantic Knowledge Propagation from Text Corpus to Web Images (Page
297)
Guo-Jun Qi (University
of Illinois at Urbana-Champaign)
Charu Aggarwal
(IBM T.J. Watson Research Center)
Thomas Huang (University
of Illinois at Urbana-Champaign) |
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Session
11: E-commerce
Pay
as You Browse: Microcomputations as Micropayments in Web-Based Services (Page
307)
Ghassan O. Karame
(ETH Zurich)
Aurélien Francillon
(ETH Zurich)
Srdjan Čapkun
(ETH Zurich)
Consideration
Set Generation in Commerce Search (Page
317)
Sayan Bhattacharya
(Duke University)
Sreenivas Gollapudi
(Microsoft Research)
Kamesh Munagala
(Duke University)
Towards
a Theory Model for Product Search (Page
327)
Beibei Li (New
York University)
Anindya Ghose
(New York University)
Panagiotis G.
Ipeirotis (New York University) |
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Session
12: Semantic Analysis
A
Word at a Time: Computing Word Relatedness Using Temporal Semantic Analysis (Page
337)
Kira Radinsky
(Technion - Israel Institute of Technology)
Eugene Agichtein
(Emory University)
Evgeniy Gabrilovich
(Yahoo! Research)
Shaul Markovitch
(Technion - Israel Institute of Technology)
Automatic
Construction of a Context-Aware Sentiment Lexicon: An Optimization Approach (Page
347)
Yue Lu (University
of Illinois at Urbana-Champaign)
Malu Castellanos
(HP Labs)
Umeshwar Dayal
(HP Labs)
ChengXiang Zhai
(University of Illinois at Urbana-Champaign)
Web
Scale NLP: A Case Study on URL Word Breaking (Page
357)
Kuansan Wang (Microsoft
Research)
Christopher Thrasher
(Microsoft Research)
Bo-June Paul Hsu
(Microsoft Research) |
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Session
13: Ranking
Learning
to Rank with Multiple Objective Functions (Page
367)
Krysta M. Svore
(Microsoft Research)
Maksims N. Volkovs
(University of Toronto)
Christopher J.
C. Burges (Microsoft Research)
A
Stochastic Learning-To-Rank Algorithm and Its Application to Contextual
Advertising (Page
377)
Maryam Karimzadehgan
(University of Illinois at Urbana-Champaign)
Wei Li (Yahoo!
Labs)
Ruofei Zhang (Yahoo!
Labs)
Jianchang Mao
(Yahoo! Labs)
Parallel
Boosted Regression Trees for Web Search Ranking (Page
387)
Stephen Tyree
(Washington University in St. Louis)
Kilian Q. Weinberger
(Washington University in St. Louis)
Kunal Agrawal
(Washington University in St. Louis)
Jennifer Paykin
(Wesleyan University) |
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Session
14: Evaluation
Evaluating
New Search Engine Configurations with Pre-Existing Judgments and Clicks (Page
397)
Umut Ozertem (Yahoo!
Labs)
Rosie Jones (Akamai
Technologies)
Benoit Dumoulin
(Microsoft)
On
the Informativeness of Cascade and Intent-Aware Effectiveness Measures (Page
407)
Azin Ashkan (University
of Waterloo)
Charles L. A.
Clarke (University of Waterloo)
Pragmatic
Evaluation of Folksonomies (Page
417)
Denis Helic (Graz
University of Technology)
Markus Strohmaier
(Graz University of Technology and Know-Center Graz)
Christoph Trattner
(Graz University of Technology)
Markus Muhr (Know-Center
Graz)
Kristina Lerman
(University of Southern California) |
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Session
15: Information Extraction
SEISA:
Set Expansion by Iterative Similarity Aggregation (Page
427)
Yeye He (University
of Wisconsin-Madison)
Dong Xin (Microsoft
Research)
Highly
Efficient Algorithms for Structural Clustering of Large Websites (Page
437)
Lorenzo Blanco
(Università degli Studi Roma Tre)
Nilesh Dalvi (Yahoo!
Research)
Ashwin Machanavajjhala
(Yahoo! Research)
SCAD:
Collective Discovery of Attribute Values (Page
447)
Anton Bakalov
(University of Massachusetts, Amherst)
Ariel Fuxman (Microsoft
Research)
Partha Pratim
Talukdar (Microsoft Research)
Soumen Chakrabarti
(IIT Bombay) |
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Session
16: Performance and Systems
Track
Globally, Deliver Locally: Improving Content Delivery Networks by Tracking
Geographic Social Cascades (Page
457)
Salvatore Scellato
(University of Cambridge)
Cecilia Mascolo
(University of Cambridge)
Mirco Musolesi
(University of St. Andrews)
Jon Crowcroft
(University of Cambridge)
Measuring
a Commercial Content Delivery Network (Page
467)
Sipat Triukose
(Case Western Reserve University)
Zhihua Wen (Case
Western Reserve University)
Michael Rabinovich
(Case Western Reserve University)
Turkalytics:
Analytics for Human Computation (Page
477)
Paul Heymann (Stanford
University)
Hector Garcià-Molina
(Stanford University) |
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Session
17: Search Systems
Inverted
Index Compression via Online Document Routing (Page
487)
Gal Lavee (Technion)
Ronny Lempel (Yahoo!
Labs.)
Edo Liberty (Yahoo!
Labs.)
Oren Somekh (Yahoo!
Labs.)
Efficiently
Evaluating Graph Constraints in Content-Based Publish/Subscribe (Page
497)
Andrei Broder
(Yahoo! Research)
Shirshanka Das
(LinkedIn)
Marcus Fontoura
(Google Inc.)
Bhaskar Ghosh
(LinkedIn)
Vanja Josifovski
(Yahoo! Research)
Jayavel Shanmugasundaram
(Google Inc.)
Sergei Vassilvitskii
(Yahoo! Research)
FACTO:
A Fact Lookup Engine Based on Web Tables (Page
507)
Xiaoxin Yin (Microsoft
Research)
Wenzhao Tan (Microsoft
Research)
Chao Liu (Microsoft
Research) |
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Session
18: Temporal Dynamics
We
Know Who You Followed Last Summer: Inferring Social Link Creation Times
in Twitter (Page
517)
Brendan Meeder
(Carnegie Mellon University)
Brian Karrer (University
of Michigan)
Amin Sayedi (Carnegie
Mellon University)
R. Ravi (Carnegie
Mellon University)
Christian Borgs
(Microsoft Research)
Jennifer Chayes
(Microsoft Research)
Modeling
the Temporal Dynamics of Social Rating Networks Using Bidirectional
Effects of Social Relations and Rating Patterns (Page
527)
Mohsen Jamali
(Simon Fraser University)
Gholamreza Haffari
(Simon Fraser University)
Martin Ester (Simon
Fraser University)
Like
like alike - Joint Friendship and Interest Propagation in Social Networks (Page
537)
Shuang-Hong Yang
(Georgia Institute of Technology)
Bo Long (Yahoo!
Labs)
Alex Smola (Yahoo!
Research)
Narayanan Sadagopan
(Yahoo! Labs)
Zhaohui Zheng
(Yahoo! Labs China)
Hongyuan Zha (Georgia
Institute of Technology) |
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Session
19: Social Network Analysis
Dynamics
of Bidding in A P2P Lending Service: Effects of Herding and Predicting
Loan Success (Page
547)
Simla Ceyhan (Stanford
University)
Xiaolin Shi (Stanford
University)
Jure Leskovec
(Stanford University)
Finding
Hierarchy in Directed Online Social Networks (Page
557)
Mangesh Gupte
(Rutgers University)
Pravin Shankar
(Rutgers University)
Jing Li (Massachusetts
Institute of Technology)
S. Muthukrishnan
(Rutgers University)
Liviu Iftode (Rutgers
University)
Finding
the Bias and Prestige of Nodes in Networks based on Trust Scores (Page
567)
Abhinav Mishra
(Indian Institute of Technology, Kanpur)
Arnab Bhattacharya
(Indian Institute of Technology, Kanpur) |
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Session
20: Clustering
Efficient
K-Nearest Neighbor Graph Construction for Generic Similarity Measures (Page
577)
Wei Dong (Princeton
University)
Moses Charikar
(Princeton University)
Kai Li (Princeton
University)
Layered
Label Propagation: A Multiresolution Coordinate-Free Ordering for Compressing
Social Networks (Page
587)
Paolo Boldi (Università
degli Studi di Milano)
Marco Rosa (Università
degli Studi di Milano)
Massimo Santini
(Università degli Studi di Milano)
Sebastiano Vigna
(Università degli Studi di Milano)
Estimating
Sizes of Social Networks via Biased Sampling (Page
597)
Liran Katzir (Yahoo!
Labs)
Edo Liberty (Yahoo!
Labs)
Oren Somekh (Yahoo!
Labs) |
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Session
21: Social Network Algorithms
Counting
Triangles and the Curse of the Last Reducer (Page
607)
Siddharth Suri
(Yahoo! Research)
Sergei Vassilvitskii
(Yahoo! Research)
Network
Bucket Testing (Page
615)
Lars Backstrom
(Facebook, Inc.)
Jon Kleinberg
(Cornell University)
HyperANF:
Approximating the Neighbourhood Function of Very Large Graphs on a Budget (Page
625)
Paolo Boldi (Università
degli Studi di Milano)
Marco Rosa (Università
degli Studi di Milano)
Sebastiano Vigna
(Università degli Studi di Milano) |
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Session
22: Query and Ontology Languages
EP-SPARQL:
A Unified Language for Event Processing and Stream Reasoning (Page
635)
Darko Anicic (FZI
Research Center for Information Technology)
Paul Fodor (Stony
Brook University)
Sebastian Rudolph
(Karlsruhe Institute of Technology)
Nenad Stojanovic
(FZI Research Center for Information Technology)
A
Better Uncle for OWL: Nominal Schemas for Integrating Rules and Ontologies (Page
645)
Markus Krötzsch
(University of Oxford)
Frederick Maier
(Wright State University)
Adila A. Krisnadhi
(Wright State University)
Pascal Hitzler
(Wright State University)
Rewriting
Queries on SPARQL Views (Page
655)
Wangchao Le (Florida
State University
Songyun Duan (IBM
T.J. Watson Research Center)
Anastasios Kementsietsidis
(IBM T.J. Watson Research Center)
Feifei Li (Florida
State University)
Min Wang (HP
Lab China) |
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Session
23: Information Credibility
Limiting
the Spread of Misinformation in Social Networks (Page
665)
Ceren Budak (University
of California, Santa Barbara)
Divyakant Agrawal
(University of California, Santa Barbara)
Amr
El Abbadi (University of California, Santa Barbara)
Information
Credibility on Twitter (Page
675)
Carlos Castillo
(Yahoo! Research)
Marcelo Mendoza
(Yahoo! Research & Universidad Técnica Federico Santa María)
Barbara Poblete
(Yahoo! Research & Universidad de Chile)
SafeVchat:
Detecting Obscene Content and Misbehaving Users in Online Video Chat
Services (Page
685)
Xinyu Xing (University
of Colorado at Boulder)
Yu-Li Liang (University
of Colorado at Boulder)
Hanqiang Cheng
(McGill University)
Jianxun Dang (McGill
University)
Sui Huang (Ohio
State University)
Richard Han (University
of Colorado at Boulder)
Xue Liu (McGill
University)
Qin Lv (University
of Colorado at Boulder)
Shivakant Mishra
(University of Colorado at Boulder) |
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Session
24: Diffusion
Differences
in the Mechanics of Information Diffusion Across Topics: Idioms, Political
Hashtags, and Complex Contagion on Twitter (Page
695)
Daniel M. Romero
(Cornell University)
Brendan Meeder
(Carnegie Mellon University)
Jon Kleinberg
(Cornell University)
Who
Says What to Whom on Twitter (Page
705)
Shaomei Wu (Cornell
University)
Jake M. Hofman
(Yahoo! Research)
Winter A. Mason
(Yahoo! Research)
Duncan J. Watts
(Yahoo! Research)
we.b:
The Web of Short URLs (Page
715)
Demetris Antoniades
(FORTH-ICS)
Iasonas Polakis
(FORTH-ICS)
Georgios Kontaxis
(FORTH-ICS)
Elias Athanasopoulos
(FORTH-ICS)
Sotiris Ioannidis
(FORTH-ICS)
Evangelos P. Markatos
(FORTH-ICS)
Thomas Karagiannis
(Microsoft Research) |
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Session
25: Information Spread
Milgram-Routing
in Social Networks (Page
725)
Silvio Lattanzi
(Google, Inc.)
Alessandro Panconesi
(Sapienza University of Rome)
D. Sivakumar (Yahoo!)
Information
Spreading in Context (Page
735)
Dashun Wang (Northeastern
University & Harvard University)
Zhen Wen (IBM
T.J. Watson Research Center)
Hanghang Tong
(IBM T.J. Watson Research Center)
Ching-Yung Lin
(IBM T.J. Watson Research Center)
Chaoming Song
(Northeastern University & Harvard University)
Albert-László
Barabási (Northeastern University & Harvard University)
Mark
My Words! Linguistic Style Accommodation in Social Media (Page
745)
Cristian Danescu-Niculescu-Mizil
(Cornell University)
Michael Gamon
(Microsoft Research)
Susan Dumais (Microsoft
Research) |
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Session
26: User Interaction
Supporting
Synchronous Social Q&A Throughout the Question Lifecycle (Page
755)
Matthew Richardson
(Microsoft Research)
Ryen W. White
(Microsoft Research)
The
Design and Usage of Tentative Events for Time-Based Social Coordination
in the Enterprise (Page
765)
Mikhil Masli (University
of Minnesota))
Werner Geyer (IBM
T. J. Watson Research Center)
Casey Dugan (IBM
T. J. Watson Research Center)
Beth Brownholtz
(IBM T. J. Watson Research Center)
A
Case for Query by Image and Text Content: Searching Computer Help Using
Screenshots and Keywords (Page
775)
Tom Yeh (University
of Maryland)
Brandyn White
(University of Maryland)
Jose San Pedro
(Telefonica R&D)
Boriz Katz (Massachusetts
Institute of Technology)
Larry S. Davis
(University of Maryland) |
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Session
27: Web Applications
A
Distributed Framework for Reliable and Efficient Service Choreographies (Page
785)
Young Yoon (University
of Toronto)
Chunyang Ye (University
of Toronto)
Hans-Arno Jacobsen
(University of Toronto)
Choreography
Conformance via Synchronizability (Page
795)
Samik Basu (Iowa
State University)
Tevfik Bultan
(University of California, Santa Barbara)
Statically
Locating Web Application Bugs Caused by Asynchronous Calls (Page
805)
Yunhui Zheng (Purdue
University)
Tao Bao (Purdue
University)
Xiangyu Zhang
(Purdue University) |
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