Incentive design for social computing: Interdisciplinarity time!
|
|
|
- Walter Lucas
- 6 years ago
- Views:
Transcription
1 Incentive design for social computing: Interdisciplinarity time! ARPITA GHOSH Cornell University June 2015 Incentive design for social computing: Interdisciplinarity time! 1
2 Hello (world) Question: Please keep in mind the following questions/themes What do you view as the most important/interesting/exciting aspect of social computing? What s your vision of how theory can help social computing? Incentive design for social computing: Interdisciplinarity time! 2
3 Hello (world) Question: Please keep in mind the following questions/themes What do you view as the most important/interesting/exciting aspect of social computing? What s your vision of how theory can help social computing? Me: Formal analysis for design of online environments Self-interested users: Incentives Incentive design for social computing: Interdisciplinarity time! 2
4 Hello (world) Question: Please keep in mind the following questions/themes What do you view as the most important/interesting/exciting aspect of social computing? What s your vision of how theory can help social computing? Me: Formal analysis for design of online environments Self-interested users: Incentives Answer: Give-&-take Incentive design for social computing: Interdisciplinarity time! 2
5 Hello (world) Question: Please keep in mind the following questions/themes What do you view as the most important/interesting/exciting aspect of social computing? What s your vision of how theory can help social computing? Me: Formal analysis for design of online environments Self-interested users: Incentives Answer: Give-&-take Design = Theory HCI Theory Behavioral economics Incentive design for social computing: Interdisciplinarity time! 2
6 Hello (world) Question: Please keep in mind the following questions/themes What do you view as the most important/interesting/exciting aspect of social computing? What s your vision of how theory can help social computing? Me: Formal analysis for design of online environments Self-interested users: Incentives Answer: Give-&-take Design Theory: HCI Theory Behavioral economics Incentive design for social computing: Interdisciplinarity time! 3
7 Design Theory Incentive design for social computing: New theoretical directions Information elicitation with endogenous proficiency (Peer-grading) [Dasgupta-Ghosh, WWW 2013] Cardinal contests (Crowdsourcing innovation) [Ghosh-Hummel, WWW 2015] Multi-armed bandits with endogenous arms (Learning quality of user-generated content) [Ghosh-Hummel, ITCS 2013] Incentive design for social computing: Interdisciplinarity time! 4
8 Theory Design: Game theory and interface design Social-psychological rewards: Attention, status, virtual points,... Modeling attention rewards: Attention allocation as mechanism design [Ghosh-McAfee, WWW 2011; Ghosh-Hummel, EC 2011,... ] Number of contributions to display, page breaks,... Virtual point rewards Best-answer mechanisms [Ghosh-Hummel, WWW 2012] Gamification: A game-theoretic approach [Easley-Ghosh, EC 2013, Ghosh-R. Kleinberg, EC 2014] Badge design (absolute vs relative, information about winners); badges vs leaderboards Incentive design for social computing: Interdisciplinarity time! 5
9 Theory Design: Theory and behavioral economics Incentives in crowdsourcing: Behavioral design Effective incentive design: Accurate model of agents Real users may not behave like standard economic agents Empirical, experimental studies on online platforms Behavioral economics What does this mean for analytical design? Incentive design for social computing: Interdisciplinarity time! 6
10 Incentives in crowdsourcing: Behavioral design Takeaway: What agents choose amongst: Optimal contest design for simple agents [Ghosh-R. Kleinberg, EC 2014] Design: Badges or leaderboards, quantity vs quality,... Theory: LP techniques for contest design, subequilibria,... How agents choose: Optimal contract structure in crowdsourcing markets [Easley-Ghosh, EC 2015] Expected utility: Fixed-payment contracts are optimal Prospect theory: Contests can dominate, for real populations! Formal analysis: Design implications for crowdwork Behavioral design: Deviations from classical models matter! Incentive design for social computing: Interdisciplinarity time! 7
11 Incentives in crowdsourcing: Behavioral design Takeaways: What agents choose amongst: Optimal contest design for simple agents [Ghosh-R. Kleinberg, EC 2014] Design: Badges or leaderboards, quantity vs quality,... Theory: LP techniques for contest design, subequilibria,... How agents choose: Optimal contract structure in crowdsourcing markets [Easley-Ghosh, EC 2015] Expected utility: Fixed-payment contracts are optimal Prospect theory: Contests can dominate, for real populations! Theory Qualitative design implications Behavioral design: Deviations from classical models matter! Incentive design for social computing: Interdisciplinarity time! 8
12 Going forward: Interdisciplinarity time! Interdisciplinarity: Theory, behavioral experiments, HCI Theory Behavioral research Incentive design for social computing: Interdisciplinarity time! 9
13 Going forward: Interdisciplinarity time! Interdisciplinarity: Theory, behavioral experiments, HCI Theory Behavioral research Game theory Interface design: Interface defines game! Available rewards (Attention on YouTube: Number of views) Information as design choice (What do agents know?) Incentive design for social computing: Interdisciplinarity time! 9
14 Going forward: Interdisciplinarity time! Interdisciplinarity: Theory, behavioral experiments, HCI Theory Behavioral research Game theory Interface design: Interface defines game! Available rewards (Attention on YouTube: Number of views) Information as design choice (What do agents know?) Interface design Behavioral economics: Framing effects Incentive design for social computing: Interdisciplinarity time! 9
15 Going forward: Interdisciplinarity time! Interdisciplinarity: Theory, behavioral experiments, HCI Theory Behavioral research Game theory Interface design: Interface defines game! Available rewards (Attention on YouTube: Number of views) Information as design choice (What do agents know?) Interface design Behavioral economics: Framing effects Theory Design of social computing environments: Behavioral science Theory HCI Thank you! Incentive design for social computing: Interdisciplinarity time! 9
Greenify: Fostering Sustainable Communities Via Gamification
Greenify: Fostering Sustainable Communities Via Gamification Joey J. Lee Assistant Professor jlee@tc.columbia.edu Eduard Matamoros em2908@tc.columbia.edu Rafael Kern rk2682@tc.columbia.edu Jenna Marks
Arpita Biswas. Speaker. PhD Student (Google Fellow) Game Theory Lab, Dept. of CSA, Indian Institute of Science, Bangalore
Speaker Arpita Biswas PhD Student (Google Fellow) Game Theory Lab, Dept. of CSA, Indian Institute of Science, Bangalore Email address: arpita.biswas@live.in OUTLINE Game Theory Basic Concepts and Results
Policy Teaching. Through Reward Function Learning. Haoqi Zhang, David Parkes, and Yiling Chen
Policy Teaching Through Reward Function Learning Haoqi Zhang, David Parkes, and Yiling Chen School of Engineering and Applied Sciences Harvard University ACM EC 2009 Haoqi Zhang (Harvard University) Policy
Games. Episode 6 Part III: Dynamics. Baochun Li Professor Department of Electrical and Computer Engineering University of Toronto
Games Episode 6 Part III: Dynamics Baochun Li Professor Department of Electrical and Computer Engineering University of Toronto Dynamics Motivation for a new chapter 2 Dynamics Motivation for a new chapter
Gamification is the New galynakey September 2014
Gamification is the New Black @ galynakey September 2014 10,000 hours TL;DR 40 Minutes Gamification is FUN YOU can do it! Q: What is that you do? A: I write user documentation. Q: What s that? A: Erm
WEB-BASED VR EXPERIMENTS POWERED BY THE CROWD
WEB-BASED VR EXPERIMENTS POWERED BY THE CROWD Xiao Ma [1,2] Megan Cackett [2] Leslie Park [2] Eric Chien [1,2] Mor Naaman [1,2] The Web Conference 2018 [1] Social Technologies Lab, Cornell Tech [2] Cornell
Overview of the Research Process Comments by Dan A. Simunic, UBC
Overview of the Research Process Comments by Dan A. Simunic, UBC Craft of Accounting Research Workshop June 2016 Planning a Research Project Idea Research Question(s) What has already been done? Literature
Game Theory. Department of Electronics EL-766 Spring Hasan Mahmood
Game Theory Department of Electronics EL-766 Spring 2011 Hasan Mahmood Email: hasannj@yahoo.com Course Information Part I: Introduction to Game Theory Introduction to game theory, games with perfect information,
Learning technology trends and implications
Learning technology trends and implications ISA s 2016 Annual Business Retreat By Anders Gronstedt, Ph.D., President, Gronstedt Group 1.15 pm, March 22, 2016 Disruptive learning trends Gamification Meta
User Research in Fractal Spaces:
User Research in Fractal Spaces: Behavioral analytics: Profiling users and informing game design Collaboration with national and international researchers & companies Behavior prediction and monetization:
The Science of the Artificial
The Science of the Artificial 기술경영협동과정 박사 4학기 송경희/유광용 Who is Herbert A. Simon? Nobel Prize winner Herbert Simon was a true Renaissance Man, laying the foundations for both artificial intelligence and behavioral
Information Sociology
Information Sociology Educational Objectives: 1. To nurture qualified experts in the information society; 2. To widen a sociological global perspective;. To foster community leaders based on Christianity.
Analysis of Engineering Students Needs for Gamification
Analysis of Engineering Students Needs for Gamification based on PLEX Model Kangwon National University, saviour@kangwon.ac.kr Abstract A gamification means a use of game mechanism for non-game application
Human Computation and Crowdsourcing Systems
Human Computation and Crowdsourcing Systems Walter S. Lasecki EECS 598, Fall 2015 Who am I? http://wslasecki.com New to UMich! Prof in CSE, SI BS, Virginia Tech, CS/Math PhD, University of Rochester, CS
THE ECONOMICS of SINGULARITIES
NEW RESEARCH POLICY and THE ECONOMICS of SINGULARITIES Lucien Karpik 1 INTRODUCTION THE PROBLEM : Is the New French Research Policy (2006) scientifically and rationnally justified by mainstream economics?
CMU-Q Lecture 20:
CMU-Q 15-381 Lecture 20: Game Theory I Teacher: Gianni A. Di Caro ICE-CREAM WARS http://youtu.be/jilgxenbk_8 2 GAME THEORY Game theory is the formal study of conflict and cooperation in (rational) multi-agent
Procrastination, Self-Imposed Deadlines and Other Commitment Devices: Theory and Experiment
Procrastination, Self-Imposed Deadlines and Other Commitment Devices: Theory and Experiment Alberto Bisin 1 Kyle Hyndman 2 1 New York University 2 Southern Methodist University University of Maryland College
Change in Networks, Higher Education and Knowledge Societies (CINHEKS)
Change in Networks, Higher Education and Knowledge Societies (CINHEKS) Collaborative Research Project (CRP) funded by the European Science Foundation (ESF) as a part of EUROHesc programme Jussi Välimaa
Gamification in Tourism Advertising: Game Mechanics and Practices
Gamification in Tourism Advertising: Game Mechanics and Practices Ye (Sandy) Shen and Marion Joppe School of Hospitality, Food & Tourism Management University of Guelph, Canada yshen04@uoguelph.ca Abstract
LOYALTY, MOTIVATIONAL AND GAMIFICATION PLATFORMS FOR BUSINESS
LOYALTY, MOTIVATIONAL AND GAMIFICATION PLATFORMS FOR BUSINESS GAMIFICATION HAS MORE THAN ONE NAME When we talk about the topic of gamification, it turns out that every one of us has a different idea of
Chapter 30: Game Theory
Chapter 30: Game Theory 30.1: Introduction We have now covered the two extremes perfect competition and monopoly/monopsony. In the first of these all agents are so small (or think that they are so small)
Photography (PHOT) Courses. Photography (PHOT) 1
Photography (PHOT) 1 Photography (PHOT) Courses PHOT 0822. Human Behavior and the Photographic Image. 3 Credit Hours. How do photographs become more than just a pile of disparate images? Is there more
Arlindo Oliveira. An Intellectual Property Strategy supporting Open Innovation
Arlindo Oliveira An Intellectual Property Strategy supporting Open Innovation The innovation process Why do we need open innovation? "The most successful organizations co-create products and services with
Resource Differentiation of Knowledge
usiness, 2011, 3, 213-219 doi:10.4236/ib.2011.32028 Published Online June 2011 (http://www.scirp.org/journal/ib) Evgeny Popov, Maxim Vlasov * Institute of Economics, Ural Branch of the Russian Academy
Kids Choice Awards ios Apps
Kids Choice Awards ios Apps Project Submission Title: Kids Choice Awards ios Apps Organization and Client Name: Fantasy Interactive and Nickelodeon Contact Person: Chris Rubin - chris.rubin@f-i.com Project
Other Transaction Agreements. Chemical Biological Defense Acquisition Initiatives Forum
Other Transaction Agreements Chemical Biological Defense Acquisition Initiatives Forum John M. Eilenberger Jr. Chief of the Contracting Office U.S. Army Contracting Command - New Jersey Other Transaction
I Economic Growth 5. Second Edition. Robert J. Barro Xavier Sala-i-Martin. The MIT Press Cambridge, Massachusetts London, England
I Economic Growth 5 Second Edition 1 Robert J. Barro Xavier Sala-i-Martin The MIT Press Cambridge, Massachusetts London, England Preface About the Authors xv xvii Introduction 1 1.1 The Importance of Growth
SECOND YEAR PROJECT SUMMARY
SECOND YEAR PROJECT SUMMARY Grant Agreement number: 215805 Project acronym: Project title: CHRIS Cooperative Human Robot Interaction Systems Period covered: from 01 March 2009 to 28 Feb 2010 Contact Details
Understanding User s Experiences: Evaluation of Digital Libraries. Ann Blandford University College London
Understanding User s Experiences: Evaluation of Digital Libraries Ann Blandford University College London Overview Background Some desiderata for DLs Some approaches to evaluation Quantitative Qualitative
Introduction to (Networked) Game Theory. Networked Life NETS 112 Fall 2016 Prof. Michael Kearns
Introduction to (Networked) Game Theory Networked Life NETS 112 Fall 2016 Prof. Michael Kearns Game Theory for Fun and Profit The Beauty Contest Game Write your name and an integer between 0 and 100 Let
ECTS Guide International Joint Cross-Border PhD Programme in International Economic Relations and Management
ECTS Guide International Joint Cross-Border PhD Programme in International Economic Relations and Management (9001) WEC World Economy The course aims to provide students with an understanding of structure
Communication Theories Origins, Methods and Uses in Mass Media. Werner J. Severin James W. Tankard, Jr Fifth Edition
P E A R S O N N E W I N T E R N A T I O N A L E D I T I O N Communication Theories Origins, Methods and Uses in Mass Media Werner J. Severin James W. Tankard, Jr Fifth Edition Communication Theories:
BLUFF WITH AI. Advisor Dr. Christopher Pollett. By TINA PHILIP. Committee Members Dr. Philip Heller Dr. Robert Chun
BLUFF WITH AI Advisor Dr. Christopher Pollett Committee Members Dr. Philip Heller Dr. Robert Chun By TINA PHILIP Agenda Project Goal Problem Statement Related Work Game Rules and Terminology Game Flow
Gamification of Certification
October 19th, 2016 Gamification of Certification Anthony Santarelli Game Plan What is Gamification? History & Context IGBA Certification Development Certification Recognition Frameworks New IGBA Certification
Financial Factors in Business Fluctuations
Financial Factors in Business Fluctuations by M. Gertler and R.G. Hubbard Professor Kevin D. Salyer UC Davis May 2009 Professor Kevin D. Salyer (UC Davis) Gertler and Hubbard article 05/09 1 / 8 Summary
Introduction Economic Models Game Theory Models Games Summary. Syllabus
Syllabus Contact: kalk00@vse.cz home.cerge-ei.cz/kalovcova/teaching.html Office hours: Wed 7.30pm 8.00pm, NB339 or by email appointment Osborne, M. J. An Introduction to Game Theory Gibbons, R. A Primer
Finance Solutions to Problem Set #8: Introduction to Game Theory
Finance 30210 Solutions to Problem Set #8: Introduction to Game Theory 1) Consider the following version of the prisoners dilemma game (Player one s payoffs are in bold): Cooperate Cheat Player One Cooperate
March, Global Video Games Industry Strategies, Trends & Opportunities. digital.vector. Animation, VFX & Games Market Research
March, 2019 Global Video Games Industry Strategies, Trends & Opportunities Animation, VFX & Games Market Research Global Video Games Industry OVERVIEW The demand for gaming has expanded with the widespread
Incentive System for Inventors
Incentive System for Inventors Company Logo @ Hideo Owan Graduate School of International Management Aoyama Gakuin University Motivation Understanding what motivate inventors is important. Economists predict
The Nature of Informatics
The Nature of Informatics Alan Bundy University of Edinburgh 19-Sep-11 1 What is Informatics? The study of the structure, behaviour, and interactions of both natural and artificial computational systems.
CAMEO: Continuous Analytics for Massively Multiplayer Online Games
CAMEO: Continuous Analytics for Massively Multiplayer Online Games Alexandru Iosup Parallel and Distributed Systems Group Delft University of Technology 1 MMOGs are a Popular, Growing Market 25,000,000
...a stainsquirting. robot in a Stockholm shopping center... p.44
...a stainsquirting robot in a Stockholm shopping center... p.44 CAROLYN WEI, DAVID HUFFAKER THINK PLAY 40 New research from Google shows how the dynamics of social gaming can help marketers level up their
How to AI COGS 105. Traditional Rule Concept. if (wus=="hi") { was = "hi back to ya"; }
COGS 105 Week 14b: AI and Robotics How to AI Many robotics and engineering problems work from a taskbased perspective (see competing traditions from last class). What is your task? What are the inputs
Effective Serious Games
Effective Serious Games Roger Smith US Army PEO-STRI roger.smith14@us.army.mil Matt Spruill SAIC matthias.a.spruill@saic.com Outline Serious Games Definitions Active Domains Effectiveness of Medium Future
AGENTS AND AGREEMENT TECHNOLOGIES: THE NEXT GENERATION OF DISTRIBUTED SYSTEMS
AGENTS AND AGREEMENT TECHNOLOGIES: THE NEXT GENERATION OF DISTRIBUTED SYSTEMS Vicent J. Botti Navarro Grupo de Tecnología Informática- Inteligencia Artificial Departamento de Sistemas Informáticos y Computación
Behaviour and Energy Efficiency:
Behaviour and Energy Efficiency: Systems tell people how to act - people tell systems how to change IEA Demand-Side Management Technology Collaboration Programme Professor David Shipworth University College
MEDIA AND INFORMATION
MEDIA AND INFORMATION MI Department of Media and Information College of Communication Arts and Sciences 101 Understanding Media and Information Fall, Spring, Summer. 3(3-0) SA: TC 100, TC 110, TC 101 Critique
The Hidden Structure of Mental Maps
The Hidden Structure of Mental Maps Brent Zenobia Department of Engineering and Technology Management Portland State University bcapps@hevanet.com Charles Weber Department of Engineering and Technology
FIRST-MOVER ADVANTAGE IN ROUND-ROBIN TOURNAMENTS. Alex Krumer, Reut Megidish and Aner Sela. Discussion Paper No
FIRST-MOVER ADVANTAGE IN ROUND-ROBIN TOURNAMENTS Alex Krumer, Reut Megidish and Aner Sela Discussion Paper No. 15-09 August 2015 Monaster Center for Economic Research Ben-Gurion University of the Negev
Reward Systems in Human Computation Games
Reward Systems in Human Computation Games Kristin Siu and Mark O. Riedl School of Interactive Computing Georgia Institute of Technology Atlanta, Georgia, USA {kasiu, riedl}@gatech.edu ABSTRACT Human computation
Using Online Communities as a Research Platform
CS 498 KA Experimental Methods for HCI Using Online Communities as a Research Platform Loren Terveen, John Riedl, Joseph A. Konstan, Cliff Lampe Presented by: Aabhas Chauhan Objective What are Online Communities?
Contracting Models for P2P Content Distribution
Contracting Models for P2P Content Distribution Yung-Ming Li Institute of Information Management National Chiao Tung University, Taiwan Nov. 27, 2009 1 Introduction A Peer-to-Peer (P2P) network is a social
Introduction to (Networked) Game Theory. Networked Life NETS 112 Fall 2014 Prof. Michael Kearns
Introduction to (Networked) Game Theory Networked Life NETS 112 Fall 2014 Prof. Michael Kearns percent who will actually attend 100% Attendance Dynamics: Concave equilibrium: 100% percent expected to attend
Advanced Microeconomics (Economics 104) Spring 2011 Strategic games I
Advanced Microeconomics (Economics 104) Spring 2011 Strategic games I Topics The required readings for this part is O chapter 2 and further readings are OR 2.1-2.3. The prerequisites are the Introduction
Strategic Plan for CREE Oslo Centre for Research on Environmentally friendly Energy
September 2012 Draft Strategic Plan for CREE Oslo Centre for Research on Environmentally friendly Energy This strategic plan is intended as a long-term management document for CREE. Below we describe the
Course Syllabus. P age 1 5
Course Syllabus Course Code Course Title ECTS Credits COMP-263 Human Computer Interaction 6 Prerequisites Department Semester COMP-201 Computer Science Spring Type of Course Field Language of Instruction
Company & Industry Information
Company & Industry Information What is the name of your company? Do you have a website? If yes, what is your website address? (e.g: klovera.com, google.com, yourcompany.com, etc.): If you do not have a
Research Article Decision Support Model for Introduction of Gamification Solution Using AHP
e Scientific World Journal, Article ID 714239, 7 pages http://dx.doi.org/10.1155/2014/714239 Research Article Decision Support Model for Introduction of Gamification Solution Using AHP Sangkyun Kim Kangwon
Correlation of regional innovation policy and private enterprise independent innovation capability Ying-jie Zhang
3rd International Conference on Science and Social Research (ICSSR 2014) Correlation of regional innovation policy and private enterprise independent innovation capability Ying-jie Zhang College of Economics
Foro Universidades: Buenas Prácticas en Transferencia de Conocimiento
Foro Universidades: Buenas Prácticas en Transferencia de Conocimiento NEW WAY TO GET AND PROMOTE INNOVATION Salamanca, 8 de julio de 2010 0 OPEN INNOVATION 1. Definition 2. Logics AGENDA 3. Closed Vs Open
From game design elements to Gamefulness. Defining Gamification
From game design elements to Gamefulness Defining Gamification Gamification The use of game design elements in non-game context. This commercial deployment of gamified applications to large audiences potentially
A note on k-price auctions with complete information when mixed strategies are allowed
A note on k-price auctions with complete information when mixed strategies are allowed Timothy Mathews and Jesse A. Schwartz y Kennesaw State University September 1, 2016 Abstract Restricting attention
NONPARAMETRIC UTILITY THEORY IN STRATEGIC SETTINGS: REVEALING PREFERENCES AND BELIEFS FROM GAMES OF PROPOSAL AND RESPONSE MARCO E.
NONPARAMETRIC UTILITY THEORY IN STRATEGIC SETTINGS: REVEALING PREFERENCES AND BELIEFS FROM GAMES OF PROPOSAL AND RESPONSE MARCO E. CASTILLO Texas A&M University PHILIP J. CROSS AlixPartners MIKHAIL FREER
Summary Report BIM Knowledge Sharing Event MAY 2016
Summary Report BIM Knowledge Sharing Event MAY 2016 Executive Summary The following document provides an overview of the BIM Knowledge Sharing Event hosted by Scottish Futures Trust and held on the 3rd
Ethical, Epistemological, Methodological, Social and Other
Ethical, Epistemological, Methodological, Social and Other Issues in Web/Social Media Mining Marko M. Skoric Department of Communication PhD Student Workshop Web Mining for Communication Research April
Machine Learning in Iterated Prisoner s Dilemma using Evolutionary Algorithms
ITERATED PRISONER S DILEMMA 1 Machine Learning in Iterated Prisoner s Dilemma using Evolutionary Algorithms Department of Computer Science and Engineering. ITERATED PRISONER S DILEMMA 2 OUTLINE: 1. Description
"Skill" Ranking in Memoir '44 Online
Introduction "Skill" Ranking in Memoir '44 Online This document describes the "Skill" ranking system used in Memoir '44 Online as of beta 13. Even though some parts are more suited to the mathematically
Bill Daggett: Creating Future- Focused Schools. Part 1
Bill Daggett: Creating Future- Focused Schools Part 1 Creating Future-Focused Schools Bill Daggett Founder and Chairman July 26, 2016 The Nation s Most Rapidly Improving Schools The Nation s Most Rapidly
Gamification Solutions for Software Acceptance: A Comparative Study of Requirements Engineering and Organizational Behavior Techniques
Gamification Solutions for Software Acceptance: A Comparative Study of Requirements Engineering and Organizational Behavior Techniques Luca Piras, Elda Paja, Paolo Giorgini and John Mylopoulos Department
TRIPS-Plus Provisions and Access to Technologies:
TRIPS-Plus Provisions and Access to Technologies: Implications for the Trans-Pacific Partnership Walter G. Park, American University 11 May 2012 Outline Notion of Optimal IPRs IPRs and Technology Transfer
THE ART OF TRANSLATION AT THE DAWN OF THE 4 TH INDUSTRIAL REVOLUTION. Translating and the Computer 40 London, November 2018
THE ART OF TRANSLATION AT THE DAWN OF THE 4 TH INDUSTRIAL REVOLUTION Translating and the Computer 40 London, 15-16 November 2018 YOTA GEORGAKOPOULOU BA in English Language and Literature, MA in Translation,
[ Game Theory ] A short primer
![[ Game Theory ] A short primer](/thumbs/77/76164849.jpg "[ Game Theory ] A short primer")
[ Game Theory ] A short primer Why game theory? Why game theory? Why game theory? ( Currently ) Why game theory? Chorus - Conversational Assistant Chorus - Conversational Assistant Chorus - Conversational
CHI 2013: Changing Perspectives, Paris, France. Work
Gamification @ Work Janaki Kumar (moderator) 3420 Hillview Avenue Palo Alto, CA 94304. USA janaki.kumar@sap.com Mario Herger 3420 Hillview Avenue Palo Alto, CA 94304. USA Mario.herger@sap.com Sebastian
CS510 \ Lecture Ariel Stolerman
CS510 \ Lecture04 2012-10-15 1 Ariel Stolerman Administration Assignment 2: just a programming assignment. Midterm: posted by next week (5), will cover: o Lectures o Readings A midterm review sheet will
Modern World History Grade 10 - Learner Objectives BOE approved
Modern World History Grade 10 - Learner Objectives BOE approved 6-15-2017 Learner Objective: Students will be able to independently use their learning to develop the ability to make informed decisions
Research as a Deliberate Chess Activity Software Testing Platform for Professional Dynamic Development of the Education Sector
Management Studies, July-Aug. 2016, Vol. 4, No. 4, 161-166 doi: 10.17265/2328-2185/2016.04.003 D DAVID PUBLISHING Research as a Deliberate Chess Activity Software Testing Platform for Professional Dynamic
System Dynamics Modeling of HWTS Diffusion Process in Developing Countries
System Dynamics Modeling of HWTS Diffusion Process in Developing Countries International Symposium on Household Water Management and Fourth Annual Meeting of the International Network to Promote HWTS 2-5
Evaluating 3D Embodied Conversational Agents In Contrasting VRML Retail Applications
Evaluating 3D Embodied Conversational Agents In Contrasting VRML Retail Applications Helen McBreen, James Anderson, Mervyn Jack Centre for Communication Interface Research, University of Edinburgh, 80,
Applied Game Theory And Strategic Behavior Chapter 1 and Chapter 2 review
Applied Game Theory And Strategic Behavior Chapter 1 and Chapter 2 review Author: Siim Adamson Introduction The book Applied Game Theory And Strategic Behavior is written by Ilhan Kubilay Geēkil and Patrick
DATA CHALLENGES AND RAMPS
DATA CHALLENGES AND RAMPS BALÁZS KÉGL LAL / CNRS ALEXANDRE GRAMFORT LTCI / Telecom ParisTech ISABELLE GUYON LRI / UPSud AKIN KAZAKCI Ecole des Mines CAMILLE MARINI LTCI / CNRS MEHDI CHERTI LAL / CNRS 1
Introduction to Game Theory I
Nicola Dimitri University of Siena (Italy) Rome March-April 2014 Introduction to Game Theory 1/3 Game Theory (GT) is a tool-box useful to understand how rational people choose in situations of Strategic
Kids Energy Champions. Giving Rise to Singapore s Green Generation
Kids Energy Champions Giving Rise to Singapore s Green Generation The Climate Change Imperative Successfully responding to the opportunities of green growth and the threat of climate change will require
Start A Resident Referral Program
Finding potential renters is the most important marketing step to filling vacancies and keeping your property management business not just afloat but charging full speed ahead. But how do you reach those
Knowledge Management in Innovation Processes
Knowledge Management in Innovation Processes June 2012 Ole Kjeldal Jensen* Dept. of Management Engineering Section of Engineering Design Technical University of Denmark, Building 426, DK-2800 Lyngby, Denmark
LECTURE 26: GAME THEORY 1
15-382 COLLECTIVE INTELLIGENCE S18 LECTURE 26: GAME THEORY 1 INSTRUCTOR: GIANNI A. DI CARO ICE-CREAM WARS http://youtu.be/jilgxenbk_8 2 GAME THEORY Game theory is the formal study of conflict and cooperation
Jure Leskovec
Jure Leskovec (@jure) Including joint work with A. Anderson, D. Huttenlocher, C. Danescu- Niculesci- Mizil, D. Jurafsky, J. Kleinberg, S. Myers, C. Potts, D. Shahaf Rich & dynamic interactions between
Radical Collaboration: The Science of CrowdSourcing and CrowdSourcing Science
Radical Collaboration: The Science of CrowdSourcing and CrowdSourcing Science Presentation to the Government-University-Industry Research Roundtable Richard P. Moser, Ph.D. Research Psychologist Bradford
Naive Play and the Process of Choice in Guessing Games
Naive Play and the Process of Choice in Guessing Games Marina Agranov, Andrew Caplin, and Chloe Tergiman February 2015 Abstract There is growing evidence that not all experimental subjects understand their
Exploitation, Exploration and Innovation in a Model of Endogenous Growth with Locally Interacting Agents
DIMETIC Doctoral European Summer School Session 3 October 8th to 19th, 2007 Maastricht, The Netherlands Exploitation, Exploration and Innovation in a Model of Endogenous Growth with Locally Interacting
Participatory Sensing for Community Building
Participatory Sensing for Community Building Michael Whitney HCI Lab College of Computing and Informatics University of North Carolina Charlotte 9201 University City Blvd Charlotte, NC 28223 Mwhitne6@uncc.edu
Durham Research Online
Durham Research Online Deposited in DRO: 24 August 2015 Version of attached le: Accepted Version Peer-review status of attached le: Peer-reviewed Citation for published item: Setchell, J.M. (2017) 'International
The future role of libraries in the information age
The future role of libraries in the information age J.S. Mackenzie Owen, TICER (owen@hum.uva.nl) International Summer School on the Digital Library 10-22 August 1997 Tilburg University The traditional
ENGAGE WITH YOUR AUDIENCE THROUGH GAMING
ENGAGE WITH YOUR AUDIENCE THROUGH GAMING OUT-OF-THE-BOX SOLUTION PREMIUM GAMES LOCALIZATION TOURNAMENTS CUSTOM BILLING MEDIA LOYALTY WE WORK HAND IN HAND WITH YOU TO LAUNCH AND GROW YOUR BRAND THROUGH
Applied Game Theory And Strategic Behavior Chapter 1 and Chapter 2. Author: Siim Adamson TTÜ 2010
Applied Game Theory And Strategic Behavior Chapter 1 and Chapter 2 review Author: Siim Adamson TTÜ 2010 Introduction The book Applied Game Theory And Strategic Behavior is written by Ilhan Kubilay Geēkil
Where to Tomorrow for Futures Studies?
Where to Tomorrow for Futures Studies? Dr. Jennifer M. Gidley President, World Futures Studies Federation Prepared for the 21 st WFSF World Conference Bucharest, Romania, June 26 th 28 th 2013 Three Challenges
Leveling-Up the Video Game Industry with Blockchains
Leveling-Up the Video Game Industry with Blockchains Version 0.8.2 [DRAFT] - August 7, 2018 TABLE OF CONTENTS Table of Contents ABSTRACT...3 INTRODUCTION...4 THE PARTICIPANTS...6 THE SYSTEM...8 VIDEO GAMES...10
Why It All Matters. Emergence Economics, Adaptive Policymaking, and the Virtues of Tinkering Without Tampering. Richard S. Whitt Google Inc.
Why It All Matters Emergence Economics, Adaptive Policymaking, and the Virtues of Tinkering Without Tampering Richard S. Whitt Google Inc. CITI, Columbia University New Economics: Implications of Post-Neoclassical
NPRNet Workshop May 3-4, 2001, Paris. Discussion Models of Research Funding. Bronwyn H. Hall
NPRNet Workshop May 3-4, 2001, Paris Discussion Models of Research Funding Bronwyn H. Hall All four papers in this section are concerned with models of the performance of scientific research under various
move move us Newsletter 2014 Content MoveUs has successfully finished the first year of the project!
move us ICT CLOUD-BASED PLATFORM AND MOBILITY SERVICES : AVAILABLE, UNIVERSAL AND SAFE FOR ALL USERS MoveUs has successfully finished the first year of the project! Newsletter 2014 Welcome to MoveUs newsletter.
ICS 61 Game Systems and Design Midterm Winter, Mean: 66 (82.5%) Median: 68 (85%)
ICS 61 Game Systems and Design Midterm Winter, 2015 First Name: Last Name: Mean: 66 (82.5%) Median: 68 (85%) page 1 page 2 page 3 Total 1. (10 points) In Chapter 2 of The Art of Game Design, Schell discusses