PPT-Crowdsourcing Complexity:

Lessons for Software Engineering Lydia Chilton 2 June 2014 ICSE Crowdsourcing Workshop Clarification Human Computation Mechanical Turk Microtasks 2007 JavaScript Calculator 2007 JavaScript Calculator. Defining sustainable development. Sustainability : Defining sustainable development in broader terms. Sustainability Science: Criticisms of current approaches. Complexity and complex adaptive systems. Crowdsourcing. & . Web Mapping. Agenda. Citizen Mapping. OpenStreetMap. Google Map Maker. Google Earth. Crowdsourcing. Crowdsourcing is the process of getting work, usually online, from a crowd of people. The word is a combination of the words 'crowd' and 'outsourcing'. The idea is to take work and outsource it to a crowd of workers.. Why don’t languages evolve toward efficiency?. “As they evolve, things become more efficient.”. Efficient operations, tools, methods, etc. should drive out those that are difficult and costly.. University of Wisconsin . Big Data, Big Knowledge, and Big Crowd. The world has changed; now everything is data centric. everyone collects, stores, analyzes TBs and PBs of data . To manage data in this new world, need 3B technologies: . &. The KY Core Academic Standards for ELA and Literacy in History/Social Studies, Science & Technical Subjects. Included within the . Standards . is an enhanced focus on . text complexity. .. Christopher H. Lin, Mausam, Daniel S. Weld. University of Washington. AAAI-2012, Toronto, ON, Canada. 1. 2. 3. Translate A. B. 4. Translate A. B. HumanTr. A. B. Choose. HumanTr. A. B. 5. Translate A. June, 2014. An Evaluation of Crowdsourcing and Participatory Archives Projects for Archival Description and Transcription. Archival Description, Digital Libraries Moving in Different Directions. Acquisitions by Repository (linear feet). Jakub Šimko. , Mária Bieliková. j. akub.simko. @stuba.sk. , . maria.bielikova. @stuba.sk. We believe that . eye-tracking. has a future place in . crowdsourcing. scenarios.. 2. Crowdsourcing. means using of a mass of people to. Toniann. . Pitassi. University of Toronto. 2-Party Communication Complexity. [Yao]. 2-party communication: . each party has a dataset. . Goal . is to compute a function f(D. A. ,D. B. ). m. 1. m. 2. CrowdSourcing. based Indoor Localization. Cheng Wu 5110309335. Reference. ：. Zee: Zero-Effort Crowdsourcing for Indoor Localization. Related work . RF Fingerprinting based . Localization. Mechanisms. Vlad . Hosu. Universität Konstanz, 21.06.2017. With. . thanks. . to. Matthias Hirth . from. University . of. Würzburg. Agenda. Honesty in Online Labor Markets. Exemplary . Quality Control Mechanisms. MetaSUB. . 2015. Jifeng. (Jeff) Zhu, MBA, . CCRP. Abigail Lyons. Weill Cornell . Clinical and Translational Science Center. 2. “Infrastructure . to Support Translational . Research”. “Partnering Makes it Possible” . 2. Spatial and . Spatio. -temporal Data Analysis Frameworks . St. ^2—Tools for . S. patio. -. t. emporal Data . S. tory. t. elling. Understanding US Emotions in Time and Space. Intelligent Crowdsourcing . Lijie. Chen. MIT. Today’s Topic. Background. . What is Fine-Grained Complexity?. The Methodology of Fine-Grained Complexity. Frontier: Fine-Grained Hardness for Approximation Problems. The Connection.