The International AAAI Conference on Web and Social Media (ICWSM)是最顶级也是最早的有关社会计算的会议,主要侧重于研究社交网络方面的研究。本次会议共收到295篇论文, 共录取48篇全文论文(接收率为16.27%),30份海报。小编将一些跟自己相关的论文标记出来供大家查阅,所有录用论文标题如下:
PAPER SESSION I: Q & A / LINGUISTICS OF HATE
QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites
Jiankai Sun, Sobhan Moosavi, Rajiv Ramnath, Srinivasan Parthasarathy
Detecting Misflagged Duplicate Questions in Community Question-Answering Archives
Doris Hoogeveen, Andrew Bennett, Yitong Li, Karin M. Verspoor, Timothy Baldwin
Forecasting the Presence and Intensity of Hostility on Instagram Using Linguistic and Social Features
Ping Liu, Joshua Guberman, Libby Hemphill, Aron Culotta
Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media
Joni Salminen, Hind Almerekhi, Milica Milenkovic, Soon-gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen
Hate Lingo: A Target-Based Linguistic Analysis of Hate Speech in Social Media
Mai ElSherief, Vivek Kulkarni, Dana Nguyen, William Yang Wang, Elizabeth Belding
"At Least the Pizzas You Make Are Hot": Norms, Values, and Abrasive Humor on the Subreddit r/RoastMe
Anna Kasunic, Geoff Kaufman
PAPER SESSION II: DIFFUSION AND EMERGENCE
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
Tracing Community Genealogy: How New Communities Emerge from the Old
Chenhao Tan
Do Diffusion Protocols Govern Cascade Growth?
Justin Cheng, Jon Kleinberg, Jure Leskovec, David Liben-Nowell, Bogdan State, Karthik Subbian, Lada Adamic
PAPER SESSION III: DISCOURSE ANALYSIS
Quootstrap: Scalable Unsupervised Extraction of Quotation–Speaker Pairs from Large News Corpora via Bootstrapping
Dario Pavllo, Tiziano Piccardi, Robert West
Leveraging Quality Prediction Models for Automatic Writing Feedback
Hamed Nilforoshan, Eugene Wu
Unsupervised Model for Topic Viewpoint Discovery in Online Debates Leveraging Author Interactions
Amine Trabelsi, Osmar R. Zaiane
PAPER SESSION IV: POLITICAL
Perceptions of Censorship and Moderation Bias in Political Debate Forums
Qinlan Shen, Michael Miller Yoder, Yohan Jo, Carolyn P. RosÃ
DEBATENIGHT: The Role and Influence of Socialbots on Twitter during the 1st 2016 U.S. Presidential Debate
Marian-Andrei Rizoiu, Timothy Graham, Rui Zhang, Yifei Zhang, Robert Ackland, Lexing Xie
Media Bias Monitor: Quantifying Biases of Social Media News Outlets at Large-Scale
Filipe N. Ribeiro, Lucas Henrique, Fabricio Benevenuto, Abhijnan Chakraborty, Juhi Kulshrestha, Mahmoudreza Babaei, Krishna P. Gummadi
Mobilizing the Trump Train: Understanding Collective Action in a Political Trolling Community
Claudia Flores-Saviaga, Brian C. Keegan, Saiph Savage
PAPER SESSION V: SOCIOLOGY
Net Benefits: Digital Inequities in Social Capital, Privacy Preservation, and Digital Parenting Practices of U.S. Social Media Users
Elissa M. Redmiles
Predicting PISA Scores from Students' Digital Traces
Ivan Smirnov
Songs of a Future Past, an Experimental Study of Online Persuaders
Marzia Antenore, Alessandro Panconesi, Erisa Terolli
PAPER SESSION VI: SOCIOLOGY OF HATE
AbuSniff: Automatic Detection and Defenses Against Abusive Facebook Friends
Sajedul Talukder, Bogdan Carbunar
The Effect of Extremist Violence on Hateful Speech Online
Alexandra Olteanu, Carlos Castillo, Jeremy Boy, Kush R. Varshney
When Online Harassment is Perceived as Justified
Lindsay Blackwell, Tianying Chen, Sarita Schoenebeck, Cliff Lampe
Peer to Peer Hate: Hate Speech Instigators and Their Targets
Mai ElSherief, Shirin Nilizadeh, Dana Nguyen, Giovanni Vigna, Elizabeth Belding
PAPER SESSION VII: MISINFORMATION
Characterizing Clickbaits on Instagram
Yu-I Ha, Jeongmin Kim, Donghyeon Won, Meeyoung Cha, Jungseock Joo
Ecosystem or Echo-System? Exploring Content Sharing across Alternative Media Domains
Kate Starbird, Ahmer Arif, Tom Wilson, Katherine Van Koevering, Katya Yefimova, Daniel Scarnecchia
Can You Verifi This? Studying Uncertainty and Decision-Making about Misinformation Using Visual Analytics
Alireza Karduni, Ryan Wesslen, Sashank Santhanam, Isaac Cho, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
Conspiracies Online: User Discussions in a Conspiracy Community Following Dramatic Events
Mattia Samory and Tanushree Mitra
Predicting News Coverage of Scientific Articles
Ansel MacLaughlin, John Wihbey, David A. Smith
PAPER SESSION VIII: ONLINE COLLABORATION
Reddit Rules! Characterizing an Ecosystem of Governance
Casey Fiesler, Jialun "Aaron" Jiang, Joshua McCann, Kyle Frye, Jed R. Brubaker
Latent Structure in Collaboration: The Case of Reddit r/place
Jérémie Rappaz, Michele Catasta, Robert West, Karl Aberer
Distributed Knowledge in Crowds: Crowd Performance on Hidden Profile Tasks
Yla Tausczik, Mark Boons
Network Structure, Efficiency, and Performance in WikiProjects
Edward L. Platt, Daniel M. Romero
POSTERS
From the User to the Medium: Neural Profiling Across Web Communities
Mohammad Akbari, Kunal Relia, Anas Elghafari, Rumi Chunara
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets
Firoj Alam, Shafiq Joty, Muhammad Imran
EviDense: A Graph-Based Method for Finding Unique High-Impact Events with Succinct Keyword-Based Descriptions
Oana Balalau, Carlos Castillo, Mauro Sozio
Opinion Context Extraction for Aspect Sentiment Analysis
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar
Quantifying the Impact of Cognitive Biases in Question-Answering Systems
Keith Burghardt, Tad Hogg, Kristina Lerman
The Gender Gap in Wikipedia Talk Pages
Benjamin Cabrera, Björn Ross, Marielle Dado, Maritta Heisel
Real-World Witness Detection in Social Media via Hybrid Crowdsensing
Stefano Cresci, Andrea Cimino, Marco Avvenuti, Maurizio Tesconi, Felice Dell'Orletta
$FAKE: Evidence of Spam and Bot Activity in Stock Microblogs on Twitter
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
Measuring the Impact of Anxiety on Online Social Interactions
Sarmistha Dutta, Jennifer Ma, Munmun De Choudhury
"With 1 follower I must be AWESOME :P." Exploring the Role of Irony Markers in Irony Recognition
Debanjan Ghosh, Smaranda Muresan
Emotional Influence Prediction of News Posts
Anastasia Giachanou, Paolo Rosso, Ida Mele, Fabio Crestani
How Constraints Affect Content: The Case of Twitter's Switch from 140 to 280 Characters*
Kristina Gligoric, Ashton Anderson, Robert West
Twits, Twats and Twaddle: Trends in Online Abuse towards UK Politicians
Genevieve Gorrell, Mark A. Greenwood, Ian Roberts, Diana Maynard, Kalina Bontcheva
Professional Gender Gaps across US Cities
Karri Haranko, Emilio Zagheni, Kiran Garimella, Ingmar Weber
Collaboration in N-th Order Derivative Creation
Shiori Hironaka, Kosetsu Tsukuda, Masahiro Hamasaki, Masataka Goto
Discovering Political Slang in Readers' Comments
Nabil Hossain, Thanh Thuy Trang Tran, Henry Kautz
Modeling and Visualizing Locus of Control with Facebook Language
Kokil Jaidka, Anneke Buffone, Johannes Eichstaedt, Masoud Rouhizadeh, Lyle H. Ungar
Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach
Amir Khatibi, Fabiano Belem, Ana P. Silva, Dennis Shasha, Jussara M. Almeida, Marcos A. Gonçalves
Describing and Classifying Post-Mortem Content on Social Media
Jialun "Aaron" Jiang, Jed R. Brubaker
Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard J. Jansen
Leveraging Friendship Networks for Dynamic Link Prediction in Social Interaction Networks
Ruthwik R. Junuthula, Kevin S. Xu, Vijay K. Devabhaktuni
The Dynamics of Peer-Produced Political Information during the 2016 U.S. Presidential Campaign
Brian C. Keegan
Joint Modeling of Text and Networks for Cascade Prediction
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
On Group Popularity Prediction in Event-Based Social Networks
Guangyu Li, Yong Liu, Bruno Ribeiro, Hao Ding
Mining the Relationship between Emoji Usage Patterns and Personality
Weijian Li, Yuxiao Chen, Tianran Hu, Jiebo Luo
Tweeting AI: Perceptions of Lay vs Expert Twitterati
Lydia Manikonda, Subbarao Kambhampati
Modeling Evolution of Topics in Large-scale Temporal Text Corpora
Elaheh Momeni, Shanika Karunasekera, Palash Goyal, Kristina Lerman
"Is This a STD? Please Help!": Online Information Seeking for Sexually Transmitted Diseases on Reddit
Alicia L. Nobles, Caitlin N. Dreisbach, Jessica Keim-Malpass, Laura E. Barnes
When Politicians Talk about Politics: Identifying Political Tweets of Brazilian Congressmen
Lucas S. Oliveira, Pedro O. S. Vaz de Melo, Marcelo S. Amaral, José Antônio. G. Pinho
Is the Sharing Economy about Sharing at All? A Linguistic Analysis of Airbnb Reviews
G. Quattrone, S. Nicolazzo, A. Nocera, D. Quercia, L. Capra
Mater certa est, pater numquam: What Can Facebook Advertising Data Tell Us about Male Fertility Rates?
Francesco Rampazzo, Emilio Zagheni, Ingmar Weber, Maria Rita Testa, Francesco Billari
Characterizing and Detecting Hateful Users on Twitter
Manoel Horta Ribeiro, Pedro H. Calais, Yuri A. Santos, Virgílio A. F. Almeida, Wagner Meira Jr.
Self-Representation on Twitter Using Emoji Skin Color Modifiers
Alexander Robertson, Walid Magdy, Sharon Goldwater
Time Reveals all Wounds: Modeling Temporal Dynamics of Cyberbullying Sessions
Devin Soni, Vivek Singh
The Million Tweets Fallacy: Activity and Feedback are Uncorrelated
Dan Vilenchik
"Bacon Bacon Bacon": Food-related Tweets and Sentiment in Metro Detroit
V.G.Vinod Vydiswaran, Daniel M. Romero, Xinyan Zhao, Deahan Yu, Iris Gomez-Lopez, Jin Xiu Lu, Bradley Iott, Ana Baylin, Philippa Clarke, Veronica Berrocal, Robert Goodspeed, Tiffany Veinot
Bumper Stickers on the Twitter Highway: Analyzing the Speed and Substance of Profile Changes
Ryan Wesslen, Sagar Nandu, Omar Eltayeby, Tiffany Gallicano, Sara Levens, Min Jiang, Samira Shaikh
Does Reciprocal Gratefulness in Twitter Predict Neighborhood Safety?: Comparing 911 Calls Where Users Reside or Use Social Media
Ann Marie White, Linxiao Bai, Christopher Homan, Melanie Funchess, Catherine Cerulli, Amen Ptah, Deepak Pandita, Henry Kautz
Understanding Self-Narration of Personally Experienced Racism on Reddit
Diyi Yang, Scott Counts
Extracting Predictive Statements with their Scope from News Articles
Navya Yarrabelly, Kamalakar Karlapalem
PAPER SESSION IX: BEST PAPERS
"I'm Never Happy with What I Write": Challenges and Strategies of People with Dyslexia on Social Media
Lindsay Reynolds, Shaomei Wu
The Tower of Babel.jpg: Diversity of Visual Encyclopedic Knowledge Across Wikipedia Language Editions
Shiqing He, Allen Yilun Lin, Eytan Adar, Brent Hecht
PAPER SESSION X: HEALTH
Using Longitudinal Social Media Analysis to Understand the Effects of Early College Alcohol Use
Emre Kiciman, Scott Counts, Melissa Gasser
A Social Media Based Examination of the Effects of Counseling Recommendations After Student Deaths on College Campuses
Koustuv Saha, Ingmar Weber, Munmun De Choudhury
The Impact of Recipe Features, Social Cues and Demographics on Estimating the Healthiness of Online Recipes
Markus Rokicki, Christoph Trattner, Eelco Herder
Characterizing Audience Engagement and Assessing its Impact on Social Media Disclosures of Mental Illnesses
Sindhu Kiranmai Ernala, Tristan Labetoulle, Fred Bane, Michael L. Birnbaum, Asra F. Rizvi, John M. Kane, Munmun De Choudhury
PAPER SESSION XI: DATASET PAPERS
WhatsApp, Doc? A First Look at WhatsApp Public Group Data
Kiran Garimella, Gareth Tyson
LearningQ: A Large-Scale Dataset for Educational Question Generation
Guanliang Chen, Jie Yang, Claudia Hauff, Geert-Jan Houben
#Èlysée2017fr: The 2017 French Presidential Campaign on Twitter
Ophélie Fraisier, Guillaume Cabanac, Yoann Pitarch, Romaric Besançon, Mohand Boughanem
Online Petitioning through Data Exploration and What We Found There: A Dataset of Petitions from Avaaz.org
Pablo Aragón, Diego Sáez-Trumper, Miriam Redi, Scott A. Hale, Vicenç Gómez, Andreas Kaltenbrunner
Follow the "Mastodon": Structure and Evolution of a Decentralized Online Social Network
Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters
Firoj Alam, Ferda Ofli, Muhammad Imran
Sampling the News Producers: A Large News and Feature Data Set for the Study of the Complex Media Landscape
Benjamin D. Horne, Sara Khedr, Sibel Adalı
The Hoaxy Misinformation and Fact-Checking Diffusion Network
Pik-Mai Hui, Chengcheng Shao, Alessandro Flammini, Filippo Menczer, Giovanni Luca Ciampaglia
Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior
Antigoni-Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos, Nicolas Kourtellis
BuzzFace: A News Veracity Dataset with Facebook User Commentary and Egos
Giovanni C. Santia, Jake Ryland Williams
PAPER SESSION XII: METHODOLOGY
Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data
Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman
COUPLENET: Paying Attention to Couples with Coupled Attention for Relationship Recommendation
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
DeepCredit: Exploiting User Clickstram for Loan Risk Prediction in P2P Lending
Zhi Yang, Yusi Zhang, Binghui Guo, Ben Y. Zhao, Yafei Dai
You Are Your Metadata: Identification and Obfuscation of Social Media Users Using Metadata Information
Beatrice Perez, Mirco Musolesi, Gianluca Stringhini
PAPER SESSION XIII: SYSTEM STUDIES
Facebook vs. Twitter: Cross-Platform Differences in Self-Disclosure and Trait Prediction
Kokil Jaidka Sharath Chandra Guntuku Lyle H. Ungar
Movie Pirates of the Caribbean: Exploring Illegal Streaming Cyberlockers
Damilola Ibosiola, Benjamin Steer, Alvaro Garcia-Recuero, Gianluca Stringhini, Steve Uhlig, Gareth Tyson
Beyond Views: Measuring and Predicting Engagement in Online Videos
Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie
Understanding Web Archiving Services and Their (Mis)Use on Social Media
Savvas Zannettou, Jeremy Blackburn, Emiliano De Cristofaro, Michael Sirivianos, Gianluca Stringhini
Life in the Matrix_: Human Mobility Patterns in the Cyber Space
Tianran Hu, Jiebo Luo, Wei Liu
会议主页:
https://www.icwsm.org/2018/
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