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How the Social Data Revolution Changes (Almost) Everything Speech Given at the World Innovation Forum in New York on June 8, 2010
Andreas Weigend: How the Social Data Revolution Changes (Almost) Everything Speech given at the World Innovation Forum in New York on June 8, 2010. How the Social Data Revolution Changes (Almost) Everything June 8, 2010 Andreas S. Weigend, Ph.D. info: weigend.com twitter: @aweigend email: [email protected] Audio of the talk, slides and transcript are at weigend.com/blog/archives/210 Alright we have a lot to cover and I want to start with who of you has checked in here with Foursquare, Godwalla, etc.? So in the next 15 minutes I will change the way you think about data. I will think about data; how they're created, and think about how data is the digital air we breathe. How will this data which we create be shared? Everybody is a publisher. Every company is a publisher, and it's about building an ecosystem and participating, for all of you as individuals, and as companies in these ecosystems. Lastly, what is the intended use, and maybe what is the unintended use of those data? The first part of my talk, I want to talk to you about language change, behavior change, and the language – how we move from collecting, soliciting, mining, and segmenting data and people; from sniffing the digital exhaust if you will, to sharing, to distributing, to interpreting data, and by doing so, to actually empowering employees as well as outside people, helping our customers to help us. Let's take a step back in history. Think about some of the technologies that enabled innovation. -
The Navigability of Strong Ties: Small Worlds, Tie Strength and Network Topology Michael Houseman, Douglas, R
The Navigability of Strong Ties: Small Worlds, Tie Strength and Network Topology Michael Houseman, Douglas, R. White To cite this version: Michael Houseman, Douglas, R. White. The Navigability of Strong Ties: Small Worlds, Tie Strength and Network Topology. Complexity, Wiley, 2003, 8 (1), pp.72-81. halshs-00445236 HAL Id: halshs-00445236 https://halshs.archives-ouvertes.fr/halshs-00445236 Submitted on 8 Jan 2010 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. The Navigability of Strong Ties: Small Worlds, Tie Strength and Network Topology Douglas R. White and Michael Houseman for Complexity 8 (1): 72-81 , Special Issue on Networks and Complexity (draft 1.4). Sept. 6/2002 We examine data on and models of small world properties and parameters of social networks. Our focus, on tie-strength, multilevel networks and searchability in strong-tie social networks, allows us to extend some of the questions and findings of recent research and the fit of small world models to sociological and anthropological data on human communities. We offer a ‘navigability of strong ties’ hypothesis about network topologies tested with data from kinship systems, but potentially applicable to corporate cultures and business networks. -
Form and Function of Complex Networks
F O R M A N D F U N C T I O N O F C O M P L E X N E T W O R K S P e t t e r H o l m e Department of Physics Umeå University Umeå 2004 Department of Physics Umeå University 901 87 Umeå, Sweden This online version differs from the printed version only in that the figures are in colour, the text is hyperlinked and that the Acknowledgement section is omitted. Copyright c 2004 Petter Holme ° ISBN 91-7305-629-4 Printed by Print & Media, Umeå 2004 Abstract etworks are all around us, all the time. From the biochemistry of our cells to the web of friendships across the planet. From the circuitry Nof modern electronics to chains of historical events. A network is the result of the forces that shaped it. Thus the principles of network formation can be, to some extent, deciphered from the network itself. All such informa- tion comprises the structure of the network. The study of network structure is the core of modern network science. This thesis centres around three as- pects of network structure: What kinds of network structures are there and how can they be measured? How can we build models for network formation that give the structure of networks in the real world? How does the network structure affect dynamical systems confined to the networks? These questions are discussed using a variety of statistical, analytical and modelling techniques developed by physicists, mathematicians, biologists, chemists, psychologists, sociologists and anthropologists. -
Network Perspectives on Communities Alvin W
University of South Florida Scholar Commons Anthropology Faculty Publications Anthropology 2006 Network Perspectives on Communities Alvin W. Wolfe University of South Florida, [email protected] Follow this and additional works at: https://scholarcommons.usf.edu/ant_facpub Part of the Anthropology Commons Scholar Commons Citation Wolfe, Alvin W., "Network Perspectives on Communities" (2006). Anthropology Faculty Publications. 7. https://scholarcommons.usf.edu/ant_facpub/7 This Article is brought to you for free and open access by the Anthropology at Scholar Commons. It has been accepted for inclusion in Anthropology Faculty Publications by an authorized administrator of Scholar Commons. For more information, please contact [email protected]. Structure and Dynamics: eJournal of Anthropological and Related Sciences UC Irvine Peer Reviewed Title: Network Perspectives on Communities Journal Issue: Structure and Dynamics, 1(4) Author: Wolfe, Alvin W, University of South Florida Publication Date: 2006 Publication Info: Structure and Dynamics, Social Dynamics and Complexity, Institute for Mathematical Behavioral Sciences, UC Irvine Permalink: http://escholarship.org/uc/item/8184j9bq Acknowledgements: Alvin W. Wolfe Distinguished University Professor Emeritus Dept of Anthropology, University of South Florida 4202 E Fowler Avenue, SOC 107 Tampa, FL 33620-8100 Keywords: Integration, regular equivalence, structure, organization, complex, atomistic, hierarchic, level Abstract: Abstract: The application of network perspectives to communities requires -
View Ourselves, Interact with Each Other, and Make Decisions
ANDREAS WEIGEND Chief Scientist at Amazon (2002 - 2004) Andreas Weigend is a leading behavioral marketing expert. His career as a scientist, data strategist and quantitative methods innovator has enabled him to bridge the gap between industry and academia. As the Chief Scientist of Amazon.com, he developed data mining techniques including session-based marketing, and designed applications ranging from heuristic cross-selling to customer network and lifecycle analysis. Weigend currently teaches the graduate course Data Mining and Electronic Commerce at Stanford University. "My expertise is in social and mobile technologies and in consumer behavior: I study people and the data they create. In today's increasingly digitized world, consumers are sharing data in unprecedented ways. This Social Data Revolution represents a deep shift in how people make purchasing decisions." "I advise companies that want to embrace this new reality of social data. Together, we design interactive platforms and real-time systems, empowering them and their customers to make better choices. Previously, as the Chief Scientist of Amazon.com, I helped to build the customer-centric, measurement-focused culture that has become central to Amazon's success." "I lecture at Stanford University on social data and e-commerce, and direct the Social Data Lab. I also share my insights on the untapped power of data at company events and top conferences around the globe. I received my Ph.D in Physics from Stanford University." "My goal is to guide my clients through the evolving landscape of consumer behavior and data to identify new business opportunities. The results of my work changes the way business leaders perceive the value of data and the future of relationships." "Through workshops and corporate seminars I help my clients define user-centric metrics of engagement, and invent incentives that inspire users to create and share. -
Time-Varying Networks Approach to Social Dynamics: from Individual to Collective Behavior
UNIVERSITAT POLITÈCNICA DE CATALUNYA PHDTHESIS Time-varying networks approach to social dynamics: From individual to collective behavior Candidate Supervisor Michele Starnini Prof. Romualdo Pastor-Satorras October 2014 Abstract In this thesis we contribute to the understanding of the pivotal role of the temporal dimension in networked social systems, previously neglected and now uncovered by the data revolution recently blossomed in this field. To this aim, we first introduce the time-varying networks formalism and an- alyze some empirical data of social dynamics, extensively used in the rest of the thesis. We discuss the structural and temporal properties of the human contact networks, such as heterogeneity and burstiness of social interactions, and we present a simple model, rooted on social attractiveness, able to reproduce them. We then explore the behavior of dynamical processes running on top of temporal networks, constituted by empirical face-to-face interactions, address- ing in detail the fundamental cases of random walks and epidemic spreading. We also develop an analytic approach able to compute the structural and percolation properties of activity driven model, aimed to describe a wide class of so- cial interactions, driven by the activity of the individuals in- volved. Our contribution in the rapidly evolving framework of social time-varying networks opens interesting perspec- tives for future work, such as the study of the impact of the temporal dimension on multi-layered systems. iv Contents Invitation 1 1 From empirical data to time-varying networks 3 1.1 Time-varying networks formalism ............... 6 1.1.1 Basics on temporal networks .............. 8 1.1.2 Time-respecting paths ................. -
Opening Closure: Intercohesion and Entrepreneurial Dynamics in Business Groups
Opening Closure: Intercohesion and Entrepreneurial Dynamics in Business Groups Balazs Vedres Central European University [email protected] David Stark Columbia University [email protected] Research for this article was supported by a grant from the National Science Foundation #0616802. We are alternating the order of authors’ names across a series of papers produced from our broader project on historical network analysis. For comments, criticisms, and suggestions we are grateful to Peter Bearman, Laszlo Bruszt, Monique Girard, David Lazer, David I. Levine, Anna Mitschele, Guido Moellering, John Padgett, Roger Schoenman, and Tamás Vicsek. Our thanks to the Institute of Advanced Study, University of Durham, UK and to the Max Planck Institute for the Study of Societies in Cologne for hosting Stark as a Visiting Fellow while the manuscript was in preparation. Opening Closure: Intercohesion and Entrepreneurial Dynamics in Business Groups Balazs Vedres and David Stark The twinned challenge for entrepreneurial groups is recognizing new ideas and implementing them. In one view, connectivity reaching outside the group channels new ideas while closure makes it possible to act on them. We argue that entrepreneurship is not about importing information but about generating new knowledge through recombining resources. In contrast to the brokerage-plus- closure perspective, we identify a distinctive network position, intercohesion, at the overlap of cohesive group structures. The multiple insiders at this intercohesive position participate in dense cohesive ties that provide close familiarity with the operations of the members in their group. But because they are members of multiple cohesive groups, they have familiar access to diverse resources. We first test whether intercohesion contributes to higher group performance. -
Predicting Political Orientation of News Articles Based on User Behavior Analysis in Social Network
IEICE TRANS. INF. & SYST., VOL.E97–D, NO.4 APRIL 2014 685 PAPER Special Section on Data Engineering and Information Management Predicting Political Orientation of News Articles Based on User Behavior Analysis in Social Network Jun-Gil KIM†, Nonmember and Kyung-Soon LEE†a), Member SUMMARY News articles usually represent a biased viewpoint on con- ion can be seen as sympathy for the opinion of the orig- tentious issues, potentially causing social problems. To mitigate this media inal tweet. bias, we propose a novel framework for predicting orientation of a news • Highly active users have rich relationships to other article by analyzing social user behaviors in Twitter. Highly active users tend to have consistent behavior patterns in social network by retweeting users by retweeting behavior to express their sympa- behavior among users with the same viewpoints for contentious issues. The thy. bias ratio of highly active users is measured to predict orientation of users. • Users’ sentiments in tweets depends on their political Then political orientation of a news article is predicted based on the bias orientation and the viewpoint of the news article ratio of users, mutual retweeting and opinion analysis of tweet documents. The analysis of user behavior shows that users with the value of 1 in bias Based on the observation, our assumptions are as fol- ratio are 88.82%. It indicates that most of users have distinctive orientation. Our prediction method based on orientation of users achieved 88.6% per- lows: (1) Highly active users may have consistent behavior formance in accuracy. Experimental results show significant improvements patterns in social network. -
Guru Nanak Journal of SOCIOLOGY
ISSN 0970-0242 Guru Nanak Journal of SOCIOLOGY Vol. 38, No. 1 & 2 2017 J. P. Singh Emerging Challenges of Family in India Birinder Pal Singh Mapping Identities: Tradition and Change in North West India Kirtpreet Kaur Social Construction of Femininity in Punjabi Literature Kiranjit Kaur Honour Killings in the Context of Class, Caste and Gender Inequality: A Case Study of Punjab Sakshi Verma and Constitutional Provisions: Examining Gender Discrimination in Gurpreet Bal the Case of Jammu and Kashmir Jagroop Singh Sekhon Secularism and the Sikh Community COMMUNICATIONS K. S. Sangwan Identity Formation and its role in Modern India Presidential Address, 19th Conference of North West Indian Sociological Association (NNWISA) Jesna Jayachandran Report of NWISA Conference 2017. Himatbir Singh, Research Findings of Degree awarded Ph.D. theses of the Amritpreet Kaur, Department of Sociology 2016-17. Shefali Bedi, Isha BOOKS REVIEWS Gurpreet Bal Gender Discrimination and Development Paradox. Dinesh Sharma Sociology of Sanitation Ranjay Vardhan Urban Development in North-Western India Jesna Jayachandran Digital Method in the Sociology of Religion Department of Sociology Guru Nanak Dev University, Amritsar 1 Refereed Journal (Blind Referring) Subscription Rates India Life Membership Individual Rs. 150.00 per copy Rs. 2500/- Institution Rs. 300.00 per copy Rs. 6000/- Subscriptions are to be sent to the Professor-in-charge, Publication Bureau, Guru Nanak Dev University, Amritsar through crossed Cheque/Bank Draft drawn in the favour of Registrar, Guru -
Social Media in South India Provides an Understanding of This Subject in a Region Experiencing Rapid Transformation
S OC One of the first ethnographic studies to explore the use of Shriram Venkatraman I social media in the everyday lives of people in Tamil Nadu, AL MED Social Media in South India provides an understanding of this subject in a region experiencing rapid transformation. The influx of IT companies over the past decade into what was once a space dominated by agriculture has resulted in a complex juxtaposition between an evolving knowledge economy and the traditions of rural life. While certain class I tensions have emerged in response to this juxtaposition, A a study of social media in the region suggests that similarities have also transpired, observed most clearly in I N SOUTH the blurring of boundaries between work and life for both the old residents and the new. Venkatraman explores the impact of social media at home, SOCIAL work and school, and analyses the influence of class, caste, I age and gender on how, and which, social media platforms ND are used in different contexts. These factors, he argues, I MEDIA have a significant effect on social media use, suggesting A that social media in South India, while seeming to induce societal change, actually remains bound by local traditions and practices. SHRIRAM VENKATRAMAN has a PhD in Anthropology from UCL and is currently an Assistant IN SOUTH Professor at Indraprastha Institute of Information Technology, Delhi (IIITD). He is a trained professional V enkatraman statistician and, prior to his doctoral studies, held leadership positions at Walmart in the USA. INDIA His research interests include workplace technologies, organisational culture and entrepreneurship. -
Networks, Fields and Organizations: Micro-Dynamics, Scale and Cohesive Embeddings∗
Computational & Mathematical Organization Theory, 10, 95–117, 2004 c 2004 Kluwer Academic Publishers. Manufactured in The Netherlands. Networks, Fields and Organizations: Micro-Dynamics, Scale and Cohesive Embeddings∗ DOUGLAS R. WHITE Research Focus Group in Social Dynamics and Evolution, Institute for Mathematical Behavioral Sciences, University of California at Irvine, Irvine CA 92697, USA email: [email protected] JASON OWEN-SMITH Sociology and Organization Studies, University of Michigan, Ann Arbor, MI 48104-2590, USA email: [email protected] JAMES MOODY Sociology, Ohio State University, Columbus, OH 43215, USA email: [email protected] WALTER W. POWELL Education, Sociology, and Graduate School of Business, Stanford University, Stanford, CA 94305-3084, USA email: [email protected] Abstract Social action is situated in fields that are simultaneously composed of interpersonal ties and relations among organi- zations, which are both usefully characterized as social networks. We introduce a novel approach to distinguishing different network macro-structures in terms of cohesive subsets and their overlaps. We develop a vocabulary that relates different forms of network cohesion to field properties as opposed to organizational constraints on ties and structures. We illustrate differences in probabilistic attachment processes in network evolution that link on the one hand to organizational constraints versus field properties and to cohesive network topologies on the other. This allows us to identify a set of important new micro-macro linkages between local behavior in networks and global network properties. The analytic strategy thus puts in place a methodology for Predictive Social Cohesion theory to be developed and tested in the context of informal and formal organizations and organizational fields. -
Eficácia Dos Programas De Integridade E Anticorrupção Por Intermédio Do Método 70.20.10 Nas Organizações
UNIVERSIDADE FUMEC FACULDADE DE CIÊNCIAS HUMANAS, SOCIAIS E DA SAÚDE Programa de Mestrado (Stricto Sensu) em Direito JULIANA DE PAULA TOCAFUNDO PRADO EFICÁCIA DOS PROGRAMAS DE INTEGRIDADE E ANTICORRUPÇÃO POR INTERMÉDIO DO MÉTODO 70.20.10 NAS ORGANIZAÇÕES BELO HORIZONTE 2018 JULIANA DE PAULA TOCAFUNDO PRADO EFICÁCIA DOS PROGRAMAS DE INTEGRIDADE E ANTICORRUPÇÃO POR INTERMÉDIO DO MÉTODO 70.20.10 NAS ORGANIZAÇÕES Dissertação apresentada ao Programa de Mestrado (Stricto Sensu) em Direito, da Faculdade de Ciências Humanas, Sociais e da Saúde, da Universidade FUMEC, como requisito parcial para obtenção do título de Mestre em Direito. Área de Concentração: Instituições sociais, direito e democracia. Linha de Pesquisa: Regulação, autonomia privada e estratégia Orientador: Prof. Dr. Frederico de Andrade Gabrich BELO HORIZONTE 2018 Dados Internacionais de Catalogação na Publicação (CIP) P896e Prado, Juliana de Paula Tocafundo, 1979- Eficácia dos programas de integridade e anticorrupção por intermédio do método 70.20.10 nas organizações / Juliana de Paula Tocafundo Prado – Belo Horizonte, 2018. 138 f. ; 29,7 cm Orientador: Frederico de Andrade Gabrich Dissertação (Mestrado em Direito), Universidade FUMEC, Faculdade de Ciências Humanas, Sociais e da Saúde, Belo Horizonte, 2018. 1. Corrupção - Legislação - Brasil. 2. Programas de compliance - Brasil. 3. Direito empresarial - Brasil. I. Título. II. Gabrich, Frederico de Andrade. III. Universidade FUMEC, Faculdade de Ciências Humanas, Sociais e da Saúde. CDU: 347.7 Ficha catalográfica elaborada pela Biblioteca Universitária-FUMEC Dedico a: Fábio, Henrique, Pedro, Márcia e Rogério. Agradecimentos: Ao Fábio, pelo apoio incessante, impulso, retidão, por compartilhar e possibilitar a concretização desse sonho. Ao Henrique e Pedro, meus amores, por existirem. À minha mãe e ao meu pai, pelo amor, apoio incondicional e presenças constantes.