COLLECTIVE INTELLIGENCE 2016 June 1-3, 2016

*Tentative Program

Wednesday, June 1st 4:30-7:00pm 5:00-6:30pm

Registration (Paulson Lobby) Plenary Panel: Collective Intelligence and Political Decision Making (Paulson Auditorium) Introduced by: Beth Noveck (New York University) Led by: Henry Farrell (George Washington University)

6:30-7:30pm

Hugo Mercier (CNRS Lyon and University of Neuchâtel) Suresh Naidu (Columbia University) Scott Page (University of Michigan) Melissa Schwartzberg (New York University) Evening Reception (Paulson Lobby)

Thursday, June 2nd 8:00-8:30am 8:20-8:30am 8:30-9:30am

Breakfast and Registration (Paulson Lobby) Intro Remarks (Paulson Auditorium) Equity Crowdfunding: Practitioner Panel (Paulson Auditorium) Led by: Anindya Ghose (New York University) Alejandro Cremades (OneVest) Charles Duddy (RealtyMogul) Eric Sacco (CircleUp)

9:30-10:30am

Plenary Talks: Collective Behavior and Regulation (Paulson Auditorium) ​Collective Intelligence: Common Rules Form Ants to Humans​. Gonzalo de Polavieja (Collective Behavior Lab, Champalimaud Center of the Unknown).

The Covenants We Live By: Normative Social Influence on Behavior. Erin Krupka (University of Michigan). The Sharing Economy: The End of Employment and the Rise of Crowd-Based Capitalism. Arun Sundararajan (New York University). 10:30-11:00am Break Parallel Session 1A (KMC 1-70) Parallel Session 1B (Tisch 200) 11:00-12:30pm Cognitive Synergy in Groups and Group-to-Indvidual Transfer of Decision-Making Competencies. Petru Curseu, Nicoleta Meslec , Helen Pluut and Gerardus Lucas.

Crowd organizations: crowdsourcing complex work via reconfigurable organizational structures. Melissa Valentine, Michael Bernstein and Daniela Retelny.

Preparing the Self for Team Entry: How Relationally Affirming One’s Self Views Influences Team Performance. Julia Lee , Francesca Gino, Dan Cable and Bradley Staats.

The Hidden Cost of Accommodating Crowdfunder Privacy Preferences: A Randomized Field Experiment. Gordon Burtch, Anindya Ghose and Sunil Wattal .

Communication Breakdown: How Effective is Communication in The Narrative Advantage: Gender and the Language of Networked Consensus Tasks? Yevgeniy Vorobeychik , Zlatko Crowdfunding. Andreea Gorbatai and Laura Nelson. Joveski and Sixie Yu.

12:30-1:30pm 1:30-2:45pm

Turbulent Stability of Emergent Roles: The Dualistic Nature of Self-Organizing Knowledge Co-Production. Ofer Arazy, Johannes Daxenberger, Hila Lifshitz-Assaf, Oded Nov and Iryna Gurevych.

Twitch Plays Pokémon: An Exploratory Analysis of Mass Synchronous Crowd Collaboration. Harris Kyriakou and Jeffrey V. Nickerson.

Swarm Intelligence and Morality of the “Hive Mind”. Louis Rosenberg and David Baltaxe.

Social Proof and Self-Categorization in Online Settings. Swanand Deodhar , Mani Subramani and Akbar Zaheer.

How Much of a Person Influencing the Others and Being Influenced Matters in Opinion Formation Games. Po-An Chen , Yi-Le Chen and Chi-Jen Lu.

Scaling Deliberative Decision-Making with Triads. Ashish Goel and David Lee .

Lunch (Paulson Lobby) Parallel Session 2A (KMC 1-70) "Alt Click" - Collective Intelligence for Collective Action at Amnesty International. Lisen Selander and Sirkka Jarvenpaa.

Parallel Session 2B (Tisch 200) Crowdsourcing Collective Intelligence through Coopetition. Mehdi Elmoukhliss , Damien Renard, Zhenzhen Zhao and Christine Balagué.

How Collective Intelligence Impacts Team Performance: Altruists Stabilize Long-Run Cooperation in the Finitely Exploring Transactive Memory System as a Mechanism. Young Ji Repeated Prisoner’s Dilemma. Andrew Mao , Lili Dworkin, Kim , Ishani Aggarwal and Anita Woolley. Siddharth Suri and Duncan Watts. The Danger of Opinion Leaders: How Social Influence Affects Group Coordination Structuring: A Process to Facilitate the Wisdom of Crowds. Devon Brackbill, Joshua Becker and Damon Collective Intelligence in Virtual Group Work. Jordan B Barlow Centola. and Alan R Dennis.

The Key Role of Navigation in Online Challenge Platforms. Ben Liabilities of Origin in Online Contract Work. Vili Lehdonvirta, Towne , Carolyn Rosé and James Herbsleb. Helena Barnard, Isis Hjorth, Mark Graham and Otto Kässi .

2:45-3:00pm 3:00-5:00pm

Navigating Unsettled Waters - Developing Effective Crowdsourcing for ‘Wicked Problems’ Solving: The Ocean’s Relationships in Online Labor Markets. Hatim Rahman and Challenge. Amanda J. Porter , Philipp Tuertscher and Marleen Melissa Valentine. Huysman. Break Poster Slam, Poster Session & Q&A (Paulson Auditorium & Lobby) Sequential Innovation Patterns: Online Experiments on Creative Processes. Aron Lindberg and Jeffrey Nickerson. Software Architecture Principles of Self-Organizational Collective Intelligence Systems. Juergen Musil , Angelika Musil, Danny Weyns and Stefan Biffl. Crowdsourcing in the Wild: Best Design and Practices. Xiaohan Zhang, Chris Xia , Kiril Tsemekhman, Sergei Izrailev and Stefano Vegnaduzzo. Improving Comprehension of Numbers in the News. Pablo Barrio, Daniel Goldstein and Jake Hofman . Collective Intelligence of Market-Categories in Entrepreneurial Ecosystems: Evidence of Population-Level Learning in Mobile Applications. Jaemin Lee and Jason Davis. Value Creation in Open-Source Hardware Communities: Case Study of Open Source Ecology. Manuel Moritz , Tobias Redlich and Jens P. Wulfsberg. OpenLabs - Open Source Microfactories Enhancing the FabLab Idea. Tobias Redlich, Manuel Moritz , Sonja Buxbaum-Conradi, Sissy-Ve Basmer-Birkenfeld, Pascal Krenz and Jens P. Wulfsberg. Accurate Crowd-Labeling Using Item Response Theory. Faiza Khan Khattak, Ansaf Salleb-Aouissi and Anita Raja . Testing Higher-Order Network Structures in an Online Experiment. Jason Radford , Amotz Barnoy, Alexey Nikolaev, Saad Mneimneh, David Lazer and Ram Ramanathan. Exploring the Crowd’s-Motivation-Driven Crowdsourcing Creativity Process. Jie Ren and William Yeoh. IP Norms in Online Communities: How User-Organized Intellectual Property Regulation Supports Innovation. Julia Bauer, Nikolaus Franke and Philipp Tuertscher. Incentive Mechanism Based on Quality of Opinion for Large-Scale Discussion Support. Kazumasa Takahashi , Takayuki Ito, Takanori Ito, Eizo Hideshima, Shun Shiramatsu, Akihisa Sengoku and Katsuhide Fujita. From Collective Sensemaking to Collective Mindfulness: The Evolution of Online Social Movements. Isam Faik , Prasanta Bhattacharya and Tuan Phan. High-Stakes Legal Innovation: When Increasing Collective Knowledge in Teams Undermines Innovation. Johnathan Cromwell and Heidi Gardner. The Concurrent Diffusion of Information and Behaviors in Online Social Networks. Kang Zhao, Shiyao Wang, Ion Vasi and Qi Zhang. Distinguishing Crowd Dynamics in Small Teams: A Crowdsourcing Exercise in Higher Education. Christopher Tucci, Gianluigi Viscusi and Fabrizio Gasparetto. Player Participation in Eyewire: A Gamified Citizen Science Platform. Ramine Tinati and Markus Luczak-Roesch. Discussion Tree for Managing Large-Scale Internet-based Discussions. Akihisa Sengoku , Takayuki Ito, Kazumasa Takahashi, Shun Shiramatsu, Takanori Ito, Eizo Hideshima and Katsuhide Fujita. Strategic Issue Identification for Crowd Predictions. Carina Antonia Hallin and Anne Sofie Lind. Enabling Crowdsourced Collaborative Data Analysis. Michael Feldman , Cristian Anastasiu and Abraham Bernstein. To Follow or Be Followed? Social Interaction and Crowdsourced Stock Prediction. Alvin Leung and Alex Wang . Talk Bursts: The Role of Pre Release Online Word-of-Mouth Spikes. Renana Peres, Sarah Gelper and Jehoshua Eliashberg. The Impact of Task Design on Accuracy, Completeness and Discovery in Surveillance-based Crowdsourcing. Roman Lukyanenko , Jeffrey Parsons and Yolanda Wiersma. The Mobile Crowdsourcing Genome. Yun Huang , Huichuan Xia and Alain Shema. Effects of Assigned Task Roles on Process and Performance in a Collaborative Optimization Task. Huei-Yi Lai, Davidella Floyd, Katherine Hibbard, James Corter and Linda Cartolano. Real-time Uncertainty Update in Interactive and Non-Interactive Social Exchange. Niccolo Pescetelli and Nick Yeung. Crowdsourcing From First Principles. Eoin Cullina , Kieran Conboy and Lorraine Morgan.

5:00-5:30pm 5:30-6:30pm

7:00-9:00pm

Break Plenary Talks: Information Aggregation and Prediction (Paulson Auditorium) Title TBA. Bo Cowgill (Columbia University). Quizz: Targeted Crowdsourcing with a Billion (Potential) Users. Panos Ipeirotis (New York University). How to Elicit Information When it is Not Possible to Verify the Answer. David Parkes (Harvard University). Dinner (Paulson Lobby)

COLLECTIVE INTELLIGENCE 2016 June 1-3, 2016

*Tentative Program

Friday, June 3rd 8:00-8:30am 8:30-9:20am

Breakfast Interview with Crowdsourcing Practitioner (Paulson Auditorium) Led by Karim Lakhani (Harvard University) Katharina Borchert (Mozilla)

Plenary Talks: Communities (Paulson Auditorium) The Power of Communities for Social Impact. Anne-Laure Fayard (New York University). The Future of Collective Innovation. Liz Gerber (Northwestern University). 10:00-10:30am Break 10:30-12:00pm Parallel Session 3A (KMC 1-70) Parallel Session 3B (Tisch 200) 9:20-10:00am

Is Crowdsourced Attribute Data Useful in Citizen Science? A Crowdsourcing a Gold Standard for Medical Relation Extraction Study of Experts and Machines. Roman Lukyanenko, Yolanda with CrowdTruth. Anca Dumitrache, Lora Aroyo and Chris Welty. Wiersma and Jeffrey Parsons. Expert Crowd Support Systems for Software Developers. Yan Chen, Steve Oney and Walter Lasecki.

Topic Prevalence and Reuse in an Open Innovation Community. Pinar Ozturk, Yue Han , Ben Towne and Jeffrey V. Nickerson.

Unraveling Crowd IQ Signals in Crowdfunding. Emoke-Agnes Horvat , Jayaram Uparna and Brian Uzzi.

Violence and Cell Phone Communication: Behavior and Prediction in Cote d'Ivoire. Sera Linardi , Daniel Berger and Shankar Kalyanaraman.

Taking the Crowd Out of Crowdsourcing: Networked Community in Innovation Tournaments. Jesse Shore .

Budget Aggregation via Knapsack Voting: Welfare-Maximization and Strategy-Proofness. Anilesh Kollagunta Krishnaswamy , Ashish Goel and Sukolsak Sakshuwong.

Transparency by Conformity: A Field Experiment Evaluating Collective Minds, Competing Firms: Transitioning to a Common Openness in Local Governments. James Ben-Aaron, Matthew J. Platform. Rebecca Karp , Siobhan O'Mahony and Linus Dalhander. Denny, Bruce A. Desmarais and Hanna Wallach .

12:15-1:00pm 1:00-2:00pm 2:00-4:00pm

How Communication Networks Help Achieve Collective Goals. Matthias Leiss , Christian Schulz, Agnes Horvat, Dirk Helbing and Brian Uzzi. Keynote (Paulson Auditorium) Free Collective Innovation in the Household Sector. Eric von Hippel (Massachutsetts Institute of Technology). Lunch (Paulson Lobby) Posters, Demos & Q&A (Paulson Auditorium & Lobby) Collective or Collecting Intelligence? Dr. Aelita Skarzauskiene, Dr. Dap Hartmann and Richard Absalom. Investigating Collaborative Search Using Personal and Social Contextual Signals. Dongho Choi. Capturing a Collective Intelligence for Cognitive Computing Using CrowdTruth. Benjamin Timmermans and Lora Aroyo . Investigating the Global Adoption of Citizen Science. Sergej Zerr, Ramine Tinati , Markus Luczak-Roesch and Elena Simperl. Design Myopia and Vicarious Learning from Good Versus Bad Examples: Evidence from Creative Design Competitions. Christoph Riedl and Victor Seidel. Efficient Exploration of the Crowd Process Design Space. Patrick de Boer and Abraham Bernstein. Speech Act Categories as a Tool to Characterize the Development of Communication Systems in a Collaborative Task. Murat Ulubay and Annette Hohenberger. Engaging Communities for Problem Solving and Innovation: Shifting Institutional Logics. Elizabeth J. Altman , Frank Nagle and Michael L. Tushman. Towering Over Babel: Distributed Recombinant Innovation through Cross Boundary Problem formulation. Hila Lifshitz-Assaf . EPCAL: ETS Platform for Collaborative Assessment and Learning. Jiangang Hao , Lei Liu, Alina von Davier and Nathan Lederer. Experimenting on Organizations: A Framework for Interdisciplinary Research and an Illustrative Study. Jason Radford and David Lazer. Next Generation Crowdsourcing for Collective Intelligence. John Prpić. Cooperation and Collective Intelligence: nations and virtual groups. Alessandro Merletti De Palo and Mariangela Nitti. Collaborative Scientific Discovery: Collective Intelligence or Conflicts? Amy Wenxuan Ding.

Please Share! Online Word of Mouth and Crowdfunding. Mahdi Moqri and Jingchuan Pu. Exploring the entanglement of online sociability and offline interactivity on online communities. Spyros Angelopoulos and Yasmin Merali. Improving Image Similarity Search using Humans in the Loop. Joseph Davis and Bahareh Rahmanian. Discourse Relations in Rationale-Contained Text Segments. Lu Xiao. Crowdsourced Learning. Ashwin Venkataraman , Shiva Iyer, Kunal Gugale, Sepehr Vakil, Abhijai Garg, Jay Chen, Krishnaram Kenthapadi and Lakshminarayanan Subramanian. Understanding Social Features in Online Peer-to-Peer Business for Cultural Goods. Ermira Zifla and Sunil Wattal. Aggregating Crowd Opinions Using the Shapley Value Regression. Yuko Sakurai and Satoshi Oyama. Toward a Model of Collective Intelligence of Sporting Teams: Examining Data from the 2014 Soccer World Cup. A. Tomasz Jarmoszko, Chester S. Labedz Jr. and Robert P. Schumaker. In the Eye of the Beholder: Relationship Between Machine and Experts' Evaluation of Creativity. Mitali Banerjee and Babak Saleh. Knowledge Integration in Innovation Crowds: The Interplay of Anonymity and Semantic Heterogeneity. Chien-Yi Hsiang , Sabine Brunswicker and Albert Armisen. A Synthetic World Population for Agent-Based Social Simulation. Ian Miller and Gerald Cupchik. Friends and Family 2.0: Early Backers and Crowdfunding Dynamics. Ohad Barzilay and Eran Diari. Distilling the Outcomes of Personal Experiences from Social Media Timelines. Alexandra Olteanu, Onur Varol and Emre Kiciman . Cultivating Civic Intelligence: Assertions and a Case Study from Higher Education. Douglas Schuler and Justin Smith . On the Importance of Co-Located Events for Community Building and Long-Term Online Production. Thomas Maillart . Towards a Systematic Review and Classification of Collective Intelligence Systems. Angelika Musil , Juergen Musil, Stefan Biff and Danny Weyns. Understanding Events with Collective Intelligence. Oana Inel, Lora Aroyo and Robert-Jan Sips. Collective Intelligence - There might be more to the story. Jerry Fjermestad . Higher Payoffs for Less Obvious Tags in the ESP Game. David Bodoff . 4:00-4:30pm 4:30-5:30pm

5:30-6:00pm

Break Plenary Talks: Crowdsourcing (Paulson Auditorium) Crowdsourcing A Meeting of Minds: Designing the Future of Work. Michael Bernstein (Stanford University). Title TBA. John Horton (New York University). The Collaboration and Communication Networks Within the Crowd. Sid Suri (Microsoft Research, New York City). Wrap-up and Next Year Conference (Paulson Auditorium)