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Computational Social Science (CSS), aiming at utilizing computational methods to address social science problems, is a recent emerging and fast-developing field.
A mathematical theory of communication
Claude E Shannon · 1948
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Distributional structure
Zellig S Harris · 1954
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Investigating causal relations by econometric models and cross-spectral methods
Clive WJ Granger · 1969
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Extended boolean information retrieval
Gerard Salton, Edward A Fox, and Harry Wu · 1983
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Indexing by latent semantic analysis
Scott Deerwester, Susan T Dumais, George W Furnas, Thomas K Landauer, and Richard Harshman · 1990
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Working memory
Alan Baddeley · 1992
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
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Laplacian eigenmaps and spectral techniques for embedding and clustering
Mikhail Belkin and P. Niyogi · 2001
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Linguistic inquiry and word count: Liwc 2001
James W Pennebaker, Martha E Francis, and Roger J Booth · 2001
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan · 2003
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Hierarchical probabilistic neural network language model
2005
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An introduction to random indexing
Magnus Sahlgren · 2005
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Local graph partitioning using pagerank vectors
Reid Andersen, Fan Chung, and Kevin Lang · 2006
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Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation
Francois Fouss, Alain Pirotte, Jean-Michel Renders, and Marco Saerens · 2007
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Social science. computational social science
David Lazer, Alex Pentland, Lada Adamic, Sinan Aral, Albert-Laszlo Barabasi, Devon Brewer, Nicholas Christakis, Noshir Contractor, James Fowler, Myron Gutmann, et al · 2009
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Recurrent neural network based language model
Tomas Mikolov, Martin Karafiát, Lukas Burget, Jan Cernockỳ, and Sanjeev Khudanpur · 2010
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Sentiment strength detection in short informal text
Mike Thelwall, Kevan Buckley, Georgios Paltoglou, Di Cai, and Arvid Kappas · 2010
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Sentiment analysis of twitter data
Apoorv Agarwal, Boyi Xie, Ilia Vovsha, Owen Rambow, and Rebecca J Passonneau · 2011
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Network structure of production
Enghin Atalay, Ali Hortacsu, James Roberts, and Chad Syverson · 2011
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Extracting social power relationships from natural language
Philip Bramsen, Martha Escobar-Molano, Ami Patel, and Rafael Alonso · 2011
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Limiting the spread of misinformation in social networks
Ceren Budak, Divyakant Agrawal, and Amr El Abbadi · 2011
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Collective classification of congressional floor-debate transcripts
Clint Burfoot, Steven Bird, and Timothy Baldwin · 2011
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From bias to opinion: a transfer-learning approach to real-time sentiment analysis
Pedro Henrique Calais Guerra, Adriano Veloso, Wagner Meira Jr, and Virgílio Almeida · 2011
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Information credibility on twitter
Carlos Castillo, Marcelo Mendoza, and Barbara Poblete · 2011
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Friendship and mobility: user movement in location-based social networks
Eunjoon Cho, Seth A Myers, and Jure Leskovec · 2011
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Uncovering space-independent communities in spatial networks
Paul Expert, Tim S Evans, Vincent D Blondel, and Renaud Lambiotte · 2011
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Computing global structural balance in large-scale signed social networks
Giuseppe Facchetti, Giovanni Iacono, and Claudio Altafini · 2011
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Correlated genotypes in friendship networks
James H Fowler, Jaime E Settle, and Nicholas A Christakis · 2011
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Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures
Scott A Golder and Michael W Macy · 2011
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Finding hierarchy in directed online social networks
Mangesh Gupte, Pravin Shankar, Jing Li, Shanmugauelayut Muthukrishnan, and Liviu Iftode · 2011
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Systemic risk in banking ecosystems
Andrew G Haldane and Robert M May · 2011
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Emergence of segregation in evolving social networks
Adam Douglas Henry, Paweł Prałat, and Cun-Quan Zhang · 2011
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Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns
Mohsen Jamali, Gholamreza Haffari, and Martin Ester · 2011
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Likeminer: a system for mining the power of’like’in social media networks
Xin Jin, Chi Wang, Jiebo Luo, Xiao Yu, and Jiawei Han · 2011
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Attention prediction on social media brand pages
Himabindu Lakkaraju and Jitendra Ajmera · 2011
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Social flocks: a crowd simulation framework for social network generation, community detection, and collective behavior modeling
Cheng-Te Li and Shou-De Lin · 2011
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Smoothing techniques for adaptive online language models: topic tracking in tweet streams
Jimmy Lin, Rion Snow, and William Morgan · 2011
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Urban growth, climate change, and freshwater availability
Robert I McDonald, Pamela Green, Deborah Balk, Balazs M Fekete, Carmen Revenga, Megan Todd, and Mark Montgomery · 2011
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We know who you followed last summer: inferring social link creation times in twitter
Brendan Meeder, Brian Karrer, Amin Sayedi, R Ravi, Christian Borgs, and Jennifer Chayes · 2011
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Quantitative analysis of culture using millions of digitized books
Jean-Baptiste Michel, Yuan Kui Shen, Aviva Presser Aiden, Adrian Veres, Matthew K Gray, Joseph P Pickett, Dale Hoiberg, Dan Clancy, Peter Norvig, Jon Orwant, et al · 2011
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Display advertising impact: Search lift and social influence
Panagiotis Papadimitriou, Hector Garcia-Molina, Prabhakar Krishnamurthy, Randall A Lewis, and David H Reiley · 2011
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Predicting friendship links in social networks using a topic modeling approach
Rohit Parimi and Doina Caragea · 2011
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Contrasting opposing views of news articles on contentious issues
Souneil Park, Kyung-Soon Lee, and Junehwa Song · 2011
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Word lengths are optimized for efficient communication
Steven T Piantadosi, Harry Tily, and Edward Gibson · 2011
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Time-critical social mobilization
Galen Pickard, Wei Pan, Iyad Rahwan, Manuel Cebrian, Riley Crane, Anmol Madan, and Alex Pentland · 2011
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Dynamic social networks promote cooperation in experiments with humans
David G Rand, Samuel Arbesman, and Nicholas A Christakis · 2011
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Truthy: mapping the spread of astroturf in microblog streams
Jacob Ratkiewicz, Michael Conover, Mark Meiss, Bruno Gonçalves, Snehal Patil, Alessandro Flammini, and Filippo Menczer · 2011
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Emergence of social cohesion in a model society of greedy, mobile individuals
Carlos P Roca and Dirk Helbing · 2011
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Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter
Daniel M Romero, Brendan Meeder, and Jon Kleinberg · 2011
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Age prediction in blogs: A study of style, content, and online behavior in pre-and post-social media generations
Sara Rosenthal and Kathleen McKeown · 2011
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Topic-level social network search
Jie Tang, Sen Wu, Bo Gao, and Yang Wan · 2011
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Human mobility, social ties, and link prediction
Dashun Wang, Dino Pedreschi, Chaoming Song, Fosca Giannotti, and Albert-Laszlo Barabasi · 2011
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Simple supervised document geolocation with geodesic grids
Benjamin Wing and Jason Baldridge · 2011
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Who says what to whom on twitter
Shaomei Wu, Jake M Hofman, Winter A Mason, and Duncan J Watts · 2011
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Like like alike: joint friendship and interest propagation in social networks
Shuang-Hong Yang, Bo Long, Alex Smola, Narayanan Sadagopan, Zhaohui Zheng, and Hongyuan Zha · 2011
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The dynamics of social innovation
H Peyton Young · 2011
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Social networks and cooperation in hunter-gatherers
Coren L Apicella, Frank W Marlowe, James H Fowler, and Nicholas A Christakis · 2012
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Identifying influential and susceptible members of social networks
Sinan Aral and Dylan Walker · 2012
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Size and complexity in model financial systems
Nimalan Arinaminpathy, Sujit Kapadia, and Robert M May · 2012
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How social and genetic factors predict friendship networks
Jason D Boardman, Benjamin W Domingue, and Jason M Fletcher · 2012
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Evolution of the global virtual water trade network
Carole Dalin, Megan Konar, Naota Hanasaki, Andrea Rinaldo, and Ignacio Rodriguez-Iturbe · 2012
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Collaboration in social networks
Luca Dall’Asta, Matteo Marsili, and Paolo Pin · 2012
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You had me at hello: How phrasing affects memorability
Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jon Kleinberg, and Lillian Lee · 2012
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Finding bursty topics from microblogs
Qiming Diao, Jing Jiang, Feida Zhu, and Ee Peng LIM · 2012
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Understanding and combating link farming in the twitter social network
Saptarshi Ghosh, Bimal Viswanath, Farshad Kooti, Naveen Kumar Sharma, Gautam Korlam, Fabricio Benevenuto, Niloy Ganguly, and Krishna Phani Gummadi · 2012
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A predictive model for the temporal dynamics of information diffusion in online social networks
Adrien Guille and Hakim Hacid · 2012
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Discovering geographical topics in the twitter stream
Liangjie Hong, Amr Ahmed, Siva Gurumurthy, Alexander J Smola, and Kostas Tsioutsiouliklis · 2012
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Quantitative patterns of stylistic influence in the evolution of literature
James M Hughes, Nicholas J Foti, David C Krakauer, and Daniel N Rockmore · 2012
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Location inference using microblog messages
Yohei Ikawa, Miki Enoki, and Michiaki Tatsubori · 2012
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Dynamical classes of collective attention in twitter
Janette Lehmann, Bruno Gonçalves, José J Ramasco, and Ciro Cattuto · 2012
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Social selection and peer influence in an online social network
Kevin Lewis, Marco Gonzalez, and Jason Kaufman · 2012
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Towards social user profiling: unified and discriminative influence model for inferring home locations
Rui Li, Shengjie Wang, Hongbo Deng, Rui Wang, and Kevin Chen-Chuan Chang · 2012
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Collaborative learning in networks
Winter Mason and Duncan J Watts · 2012
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Rise and fall patterns of information diffusion: model and implications
Yasuko Matsubara, Yasushi Sakurai, B Aditya Prakash, Lei Li, and Christos Faloutsos · 2012
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A fast and simple algorithm for training neural probabilistic language models
Andriy Mnih and Yee Whye Teh · 2012
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Using content and interactions for discovering communities in social networks
Mrinmaya Sachan, Danish Contractor, Tanveer A Faruquie, and L Venkata Subramaniam · 2012
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Information transfer in social media
Greg Ver Steeg and Aram Galstyan · 2012
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Magnet community identification on social networks
Guan Wang, Yuchen Zhao, Xiaoxiao Shi, and Philip S Yu · 2012
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Cooperation and assortativity with dynamic partner updating
Jing Wang, Siddharth Suri, and Duncan J Watts · 2012
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Historical analysis of legal opinions with a sparse mixed-effects latent variable model
William Yang Wang, Elijah Mayfield, Suresh Naidu, and Jeremiah Dittmar · 2012
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Quantifying the impact of human mobility on malaria
Amy Wesolowski, Nathan Eagle, Andrew J Tatem, David L Smith, Abdisalan M Noor, Robert W Snow, and Caroline O Buckee · 2012
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Analyzing spammers’ social networks for fun and profit: a case study of cyber criminal ecosystem on twitter
Chao Yang, Robert Harkreader, Jialong Zhang, Seungwon Shin, and Guofei Gu · 2012
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On socio-spatial group query for location-based social networks
De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, and Ming-Syan Chen · 2012
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Automatic detection of rumor on sina weibo
Fan Yang, Yang Liu, Xiaohui Yu, and Min Yang · 2012
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We know what@ you# tag: does the dual role affect hashtag adoption?
Lei Yang, Tao Sun, Ming Zhang, and Qiaozhu Mei · 2012
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Discovering regions of different functions in a city using human mobility and pois
Jing Yuan, Yu Zheng, and Xing Xie · 2012
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Hierarchical geographical modeling of user locations from social media posts
Amr Ahmed, Liangjie Hong, and Alexander J Smola · 2013
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Quantifying the relationship between financial news and the stock market
Merve Alanyali, Helen Susannah Moat, and Tobias Preis · 2013
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Self-organization versus top-down planning in the evolution of a city
Marc Barthelemy, Patricia Bordin, Henri Berestycki, and Maurizio Gribaudi · 2013
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Representation learning: A review and new perspectives
Yoshua Bengio, Aaron Courville, and Pascal Vincent · 2013
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Using conceptual class attributes to characterize social media users
Shane Bergsma and Benjamin Van Durme · 2013
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The origins of scaling in cities
Luís MA Bettencourt · 2013
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Copycatch: stopping group attacks by spotting lockstep behavior in social networks
Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, and Christos Faloutsos · 2013
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Automated reconstruction of ancient languages using probabilistic models of sound change
Alexandre Bouchard-Côté, David Hall, Thomas L Griffiths, and Dan Klein · 2013
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Biased assimilation, homophily, and the dynamics of polarization
Pranav Dandekar, Ashish Goel, and David T Lee · 2013
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A computational approach to politeness with application to social factors
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, and Christopher Potts · 2013
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Happiness and the patterns of life: A study of geolocated tweets
Morgan R Frank, Lewis Mitchell, Peter Sheridan Dodds, and Christopher M Danforth · 2013
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Why people hate your app: Making sense of user feedback in a mobile app store
Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason Hong, and Norman Sadeh · 2013
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Exploiting innocuous activity for correlating users across sites
Oana Goga, Howard Lei, Sree Hari Krishnan Parthasarathi, Gerald Friedland, Robin Sommer, and Renata Teixeira · 2013
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Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy
Aditi Gupta, Hemank Lamba, Ponnurangam Kumaraguru, and Anupam Joshi · 2013
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Practical extraction of disaster-relevant information from social media
Muhammad Imran, Shady Elbassuoni, Carlos Castillo, Fernando Diaz, and Patrick Meier · 2013
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@ i seek’fb. me’ identifying users across multiple online social networks
Paridhi Jain, Ponnurangam Kumaraguru, and Anupam Joshi · 2013
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Analyzing and predicting viral tweets
Maximilian Jenders, Gjergji Kasneci, and Felix Naumann · 2013
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Calling patterns in human communication dynamics
Zhi-Qiang Jiang, Wen-Jie Xie, Ming-Xia Li, Boris Podobnik, Wei-Xing Zhou, and H Eugene Stanley · 2013
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Private traits and attributes are predictable from digital records of human behavior
Michal Kosinski, David Stillwell, and Thore Graepel · 2013
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Temporal motifs reveal homophily, gender-specific patterns, and group talk in call sequences
Lauri Kovanen, Kimmo Kaski, János Kertész, and Jari Saramäki · 2013
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Multilingual affect polarity and valence prediction in metaphor-rich texts
Zornitsa Kozareva · 2013
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A user-centric model of voting intention from social media
Vasileios Lampos, Daniel Preotiuc-Pietro, and Trevor Cohn · 2013
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The limits of racial prejudice
Kevin Lewis · 2013
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A coevolving model based on preferential triadic closure for social media networks
Menghui Li, Hailin Zou, Shuguang Guan, Xiaofeng Gong, Kun Li, Zengru Di, and Choy-Heng Lai · 2013
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Soco: a social network aided context-aware recommender system
Xin Liu and Karl Aberer · 2013
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Mining structural hole spanners through information diffusion in social networks
Tiancheng Lou and Jie Tang · 2013
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The retraction penalty: Evidence from the web of science
Susan Feng Lu, Ginger Zhe Jin, Brian Uzzi, and Benjamin Jones · 2013
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Assessing team strategy using spatiotemporal data
Patrick Lucey, Dean Oliver, Peter Carr, Joe Roth, and Iain Matthews · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013
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Transformation of social networks in the late pre-hispanic us southwest
Barbara J Mills, Jeffery J Clark, Matthew A Peeples, W Randall Haas, John M Roberts, J Brett Hill, Deborah L Huntley, Lewis Borck, Ronald L Breiger, Aaron Clauset, et al · 2013
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Origins of power-law degree distribution in the heterogeneity of human activity in social networks
Lev Muchnik, Sen Pei, Lucas C Parra, Saulo DS Reis, José S Andrade Jr, Shlomo Havlin, and Hernán A Makse · 2013
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Spotting opinion spammers using behavioral footprints
Arjun Mukherjee, Abhinav Kumar, Bing Liu, Junhui Wang, Meichun Hsu, Malu Castellanos, and Riddhiman Ghosh · 2013
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Learning to extract international relations from political context
Brendan O’Connor, Brandon M. Stewart, and Noah A. Smith · 2013
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Spread of risk across financial markets: better to invest in the peripheries
Francesco Pozzi, Tiziana Di Matteo, and Tomaso Aste · 2013
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Predicting future conflict between team-members with parameter-free models of social networks
Núria Rovira-Asenjo, Tània Gumí, Marta Sales-Pardo, and Roger Guimera · 2013
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Limits of social mobilization
Alex Rutherford, Manuel Cebrian, Sohan Dsouza, Esteban Moro, Alex Pentland, and Iyad Rahwan · 2013
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Threshold-limited spreading in social networks with multiple initiators
Pramesh Singh, Sameet Sreenivasan, Boleslaw K Szymanski, and Gyorgy Korniss · 2013
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Early-warning signals of topological collapse in interbank networks
Tiziano Squartini, Iman Van Lelyveld, and Diego Garlaschelli · 2013
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Understanding metropolitan patterns of daily encounters
Lijun Sun, Kay W Axhausen, Der-Horng Lee, and Xianfeng Huang · 2013
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Debtrank-transparency: Controlling systemic risk in financial networks
Stefan Thurner and Sebastian Poledna · 2013
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Impact of social punishment on cooperative behavior in complex networks
Zhen Wang, Cheng-Yi Xia, Sandro Meloni, Chang-Song Zhou, and Yamir Moreno · 2013
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Do scientists trace hot topics?
Tian Wei, Menghui Li, Chensheng Wu, Xiao-Yong Yan, Ying Fan, Zengru Di, and Jinshan Wu · 2013
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Semantic frames to predict stock price movement
Boyi Xie, Rebecca Passonneau, Leon Wu, and Germán G Creamer · 2013
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Automatic detection of deception in child-produced speech using syntactic complexity features
Maria Yancheva and Frank Rudzicz · 2013
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Ontogeny and phylogeny of language
Charles Yang · 2013
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Who, where, when and what: discover spatio-temporal topics for twitter users
Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, and Nadia Magnenat Thalmann · 2013
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Connecting users across social media sites: a behavioral-modeling approach
Reza Zafarani and Huan Liu · 2013
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U-air: When urban air quality inference meets big data
Yu Zheng, Furui Liu, and Hsun-Ping Hsieh · 2013
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Challenges of computational verification in social multimedia
Christina Boididou, Symeon Papadopoulos, Yiannis Kompatsiaris, Steve Schifferes, and Nic Newman · 2014
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Identifying social roles in reddit using network structure
Cody Buntain and Jennifer Golbeck · 2014
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Non-parametric scan statistics for event detection and forecasting in heterogeneous social media graphs
Feng Chen and Daniel B Neill · 2014
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Can cascades be predicted?
Justin Cheng, Lada Adamic, P Alex Dow, Jon Michael Kleinberg, and Jure Leskovec · 2014
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Learning phrase representations using rnn encoder-decoder for statistical machine translation
Kyunghyun Cho, B van Merrienboer, Caglar Gulcehre, F Bougares, H Schwenk, and Yoshua Bengio · 2014
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Integrating social networks and human social motives to achieve social influence at scale
Noshir S Contractor and Leslie A DeChurch · 2014
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Quantifying the semantics of search behavior before stock market moves
C. Curme, T. Preis, H. E. Stanley, and H. S. Moat · 2014
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Spatial correlation analysis of cascading failures: congestions and blackouts
Li Daqing, Jiang Yinan, Kang Rui, and Shlomo Havlin · 2014
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Dynamic population mapping using mobile phone data
Pierre Deville, Catherine Linard, Samuel Martin, Marius Gilbert, Forrest R Stevens, Andrea E Gaughan, Vincent D Blondel, and Andrew J Tatem · 2014
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Inferring user demographics and social strategies in mobile social networks
Yuxiao Dong, Yang Yang, Jie Tang, Yang Yang, and Nitesh V Chawla · 2014
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Generalized friendship paradox in complex networks: The case of scientific collaboration
Young-Ho Eom and Hang-Hyun Jo · 2014
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What makes a good biography? multidimensional quality analysis based on wikipedia article feedback data
Lucie Flekova, Oliver Ferschke, and Iryna Gurevych · 2014
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Quantifying information flow during emergencies
Liang Gao, Chaoming Song, Ziyou Gao, Albert-László Barabási, James P Bagrow, and Dashun Wang · 2014
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Driving forces of researchers mobility
Floriana Gargiulo and Timoteo Carletti · 2014
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Aidr: Artificial intelligence for disaster response
Muhammad Imran, Carlos Castillo, Ji Lucas, Patrick Meier, and Sarah Vieweg · 2014
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Political ideology detection using recursive neural networks
Mohit Iyyer, Peter Enns, Jordan L. Boyd-Graber, and Philip Resnik · 2014
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Spatial patterns of close relationships across the lifespan
Hang-Hyun Jo, Jari Saramäki, Robin IM Dunbar, and Kimmo Kaski · 2014
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A convolutional neural network for modelling sentences
Nal Kalchbrenner, Edward Grefenstette, and Phil Blunsom · 2014
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Nonliteral understanding of number words
Justine T Kao, Jean Y Wu, Leon Bergen, and Noah D Goodman · 2014
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Socroutes: safe routes based on tweet sentiments
Jaewoo Kim, Meeyoung Cha, and Thomas Sandholm · 2014
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The civilizing process in london’s old bailey
Sara Klingenstein, Tim Hitchcock, and Simon DeDeo · 2014
Cited alongside, same era.
Experimental evidence of massive-scale emotional contagion through social networks
Adam DI Kramer, Jamie E Guillory, and Jeffrey T Hancock · 2014
Cited alongside, same era.
Towards a general rule for identifying deceptive opinion spam
Jiwei Li, Myle Ott, Claire Cardie, and Eduard Hovy · 2014
Cited alongside, same era.
On social event organization
Keqian Li, Wei Lu, Smriti Bhagat, Laks VS Lakshmanan, and Cong Yu · 2014
Cited alongside, same era.
A comparative analysis of the statistical properties of large mobile phone calling networks
Ming-Xia Li, Zhi-Qiang Jiang, Wen-Jie Xie, Salvatore Miccichè, Michele Tumminello, Wei-Xing Zhou, and Rosario N Mantegna · 2014
Cited alongside, same era.
Information network or social network? the structure of the twitter follow graph
Regions, periods, activities: Uncovering urban dynamics via cross-modal representation learning
Chao Zhang, Keyang Zhang, Quan Yuan, Haoruo Peng, Yu Zheng, Tim Hanratty, Shaowen Wang, and Jiawei Han · 2017
Later among the works it cites.
Monophily in social networks introduces similarity among friends-of-friends
Kristen M Altenburger and Johan Ugander · 2018
Later among the works it cites.
Exposure to opposing views on social media can increase political polarization
Christopher A Bail, Lisa P Argyle, Taylor W Brown, John P Bumpus, Haohan Chen, MB Fallin Hunzaker, Jaemin Lee, Marcus Mann, Friedolin Merhout, and Alexander Volfovsky · 2018
Later among the works it cites.
Combining neural, statistical and external features for fake news stance identification
Gaurav Bhatt, Aman Sharma, Shivam Sharma, Ankush Nagpal, Balasubramanian Raman, and Ankush Mittal · 2018
Later among the works it cites.
Validation of twitter opinion trends with national polling aggregates: Hillary clinton vs donald trump
Alexandre Bovet, Flaviano Morone, and Hernán A Makse · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Seth A Myers, Aneesh Sharma, Pankaj Gupta, and Jimmy Lin · 2014
Cited alongside, same era.
Searching for superspreaders of information in real-world social media
Sen Pei, Lev Muchnik, José S Andrade Jr, Zhiming Zheng, and Hernán A Makse · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D Manning · 2014
Cited alongside, same era.
Deepwalk: Online learning of social representations
Bryan Perozzi, Rami Al-Rfou, and Steven Skiena · 2014
Cited alongside, same era.
Opinion dynamics on interacting networks: media competition and social influence
Walter Quattrociocchi, Guido Caldarelli, and Antonio Scala · 2014
Cited alongside, same era.
’beating the news’ with embers: Forecasting civil unrest using open source indicators
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, et al · 2014
Cited alongside, same era.
Structural topic models for open-ended survey responses
Margaret E Roberts, Brandon M Stewart, Dustin Tingley, Christopher Lucas, Jetson Leder-Luis, Shana Kushner Gadarian, Bethany Albertson, and David G Rand · 2014
Cited alongside, same era.
Aspirational pursuit of mates in online dating markets
Elizabeth E Bruch and MEJ Newman · 2018
Later among the works it cites.
What about mood swings: Identifying depression on twitter with temporal measures of emotions
Xuetong Chen, Martin D Sykora, Thomas W Jackson, and Suzanne Elayan · 2018
Later among the works it cites.
Facebook language predicts depression in medical records
Johannes C Eichstaedt, Robert J Smith, Raina M Merchant, Lyle H Ungar, Patrick Crutchley, Daniel Preoţiuc-Pietro, David A Asch, and H Andrew Schwartz · 2018
Later among the works it cites.
Quantifying reputation and success in art
Samuel P Fraiberger, Roberta Sinatra, Magnus Resch, Christoph Riedl, and Albert-László Barabási · 2018
Later among the works it cites.
Word embeddings quantify 100 years of gender and ethnic stereotypes
Nikhil Garg, Londa Schiebinger, Dan Jurafsky, and James Zou · 2018
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