PPT-Inferring Networks of Diffusion and Influence

Presented by Alicia Frame Paper by Manuel GomezRodriguez Jure Leskovec and Andreas Kraus Introduction Network diffusion is an important process information spread epidemiology Challenges. Amit. . Goyal. Francesco . Bonchi. Laks. V. S. . Lakshmanan. University of British . Columbia. Yahoo! . Research. University of British Columbia. Present by . Ning. Chen. Content. Motivation. Contribution. in . Social and Information . Networks. Part II. MPI for Software Systems. Georgia . Institute of Technology. Le Song. Manuel Gomez Rodriguez. KDD 2015. Sydney. learning.mpi-sws.org. /kdd-2015-tutorial/. (M. 3. D). Dr. Brian H. Spitzberg. Principle Investigator: Dr. Ming-Hsiang . Tsou . mtsou@mail.sdsu.edu. ,. . (Geography), . Co-. Pis. : . Dr. . Dipak. K Gupta (Political Science), Dr. Jean Marc Gawron (Linguistic), Dr. Brian . Model representation and analysis. Presented by:. Ayushi Jain Rahul . Bobhate. Natasha Mandal . Ankur. . Sachdeva. Dung T. Nguyen, . Huiyuan. Zhang, . Soham. Das, My T. Thai, Thang N. . Dinh. Sushmita Roy. sroy@biostat.wisc.edu. Computational Network Biology. Biostatistics & Medical Informatics 826. Computer Sciences 838. https://compnetbiocourse.discovery.wisc.edu. Dec . 1. st. , 6. th. B. Aditya Prakash. Computer Science. Virginia Tech.. GraphEx. . Symposium, MIT Endicott House, Aug 21, 2014 . Thanks!. Ali Pinar. Ben Miller. Prakash 2014. 2. Networks are everywhere!. Human Disease Network [. Social Networks class . Edith Cohen. TAU, December 2014. Today. Diffusion of information/contagion in networks: . Applications:. Influence queries. Influence maximization. Influence similarity. Reachability-based diffusion:. Yale School of Management. Networks and the Diffusion of Pro-Social Innovations. Classic S-Shaped Diffusion Curve. Rogers. 1995. . Diffusion of Innovations. Time. Percent Adopted. Refrigerator. Cellular Phone. Jure . Leskovec. Machine Learning Department, CMU. Joint work with Andreas . Krause, Carlos . Guestrin. , Christos . Faloutsos. , Jeanne . VanBriesen. , . and Natalie . Glance. Networks as data. Internet (a). Social Network Dynamics. . . Xiang Zuo. 1. ,. . Jeremy . Blackburn. 2. , . Nicolas . Kourtellis. 3. , . . John Skvoretz. 1. and Adriana Iamnitchi. 1. . bystanderism. “The other side of . prosocial. behavior”. What is . bystanderism. ?. DQ #1. Understanding . bystanderism. Bystanderism. has consistently been defined as . not helping . someone who is in need of help even though . ( Disease). Diffusion of cultures. spread of ideas from central. points.  adaptation of ideas to local. needs.  creative additions.  Innovation, Diffusion,. Acculturation. Major Trade Routes. Kenneth Frank, College of Education and Fisheries and Wildlife. Help from: Ann Krause, Ben Michael Pogodzinski, Bo Yan, Min Sun, I-Chen, Chong Min Kim. Cep 991B Fall 2018. To participate on zoom you will click on . Part III: Models. Part 1: Introduction & Theory. History & Big Picture. Network Relevance to Health Research. Network Theory. Connections . & . Positions. Part 2: Points & Lines. Network data.