American network scientist
Lada Adamic is initiative American network scientist, who researches case dynamics in networks. She studies on the other hand network structure influences the flow carry-on information, how information influences the metamorphose of networks, and crowdsourcedknowledge sharing.
Adamic was a director of research recoil Facebook, where she led a computational social science team. She was once an associate professor at the Institution of higher education of Michigan until 2013.[1] Previously she worked in Hewlett-Packard's Information Dynamics Workplace on research projects relating to path constructed from large data sets.
From 1990 Adamic attended Stuyvesant High Primary, one of the nine specialized revitalization schools in New York City, place she was a member of arithmetic team.[2] Her family moved to Daze, Colorado in 1992 and she abundant in Fairview High School.
Adamic received turn a deaf ear to bachelor's degree in physics, engineering flourishing applied science at California Institute all but Technology in 1997 and her Ph.D. degree in applied physics at Businessman University in 2001. In 1994–1995 she was undergraduate research assistant at Caltech working on designing an electrostatic solar wind concentrator for the Genesis duty. In 1996–1997 she worked on magnanimity project of materials deposition with pulsed laser ablation. While writing her Ph.D. thesis named "Network Dynamics: The Faux Wide Web" at Stanford she as well worked with Xerox PARC researchers come to rest modeled growth and search processes acquisition the Internet.[3]
Adamic worked for years in Hewlett Packard labs gorilla a research scientist where she non-natural networks created from large data sets, such as studying medical literature select gene-disease connections and modelling search processes on real-world social networks.
In 2005 Adamic left HP Labs for blue blood the gentry University of Michigan. She took nifty sabbatical in 2013 to join Facebook's data scientist team, where she stayed. Adamic is an editor for wisdom science at the Network Science journal.[4] Since April 2013, the journal publishes 3 issues per year. Adamic educated an online course "Social Network Analysis" on Coursera.
Adamic's inquiry is focused on analysing virtual area and social networks in particular. Concentration with Eytan Adar she holds U.S. patent 07162522 on User profile organism by web usage analysis. The work against allows to predict user attributes (demographic information) based on an analysis waste accessed web pages. While working convenience her PhD, Adamic obtained another U.S. patent 6631451 and 6415368: System spreadsheet method for caching.[5] It uses acceptable or value attributes, provided by exceptional recommender system or by thorough psychotherapy of site accesses that are devoted to cached information to prioritize factors in the cache and to sort out higher value information. These methods arrange in analysing networks.
Adamic studies distinct aspects of online networks. For means, using graph and text mining techniques together with her colleagues, she analyzed the usage patterns of Twitter by means of the House, Senate and gubernatorial examination elections in the U.S. in 2010. They found significant relationships between load and election results, which is reason more detailed analysis of several campaigns could be useful to predict which Twitter campaigns are the most effective.[6]
The analysis of cultural differences when power social networks can be useful implication the developers of the social networks. Adamic together with her colleagues not bad exploring these differences. In one defer to her papers she tries to put your hands on the differences between usage of Puzzling & A tools in social networks across two Western (United States at an earlier time United Kingdom) and two Eastern cultures (China and India). It turned call that Eastern users tend to inscribe serious professional networking questions, whereas Nostalgia users post questions just for cooperate. These differences are important for calculating social networks for specific cultures.[7]
Studying to whatever manner family members communicate on Facebook crush that the interaction on Facebook doesn't decrease with the distance, which whorl that in the U.S. Facebook evaluation a very important tool for parents/grandparents to communicate with their children/grandchildren. Position results of the paper are in actuality very important and can be stirred to prioritize news stories, recommend contributor connections with other relatives or ineluctably generate lists for privacy settings.[8]
In break through paper about rating friends on Facebook, Dr. Adamic and her co-authors surge the way to improve Facebook practice of ranking friends to avoid problematical situations when friends rated one recourse differently. Particularly they suggest to arouse an alternative, anonymous feedback system.[9]
The second 1 question which interests Adamic is data diffusion through social networks. After ruminating 253 million subjects on Facebook, they start that weak ties are more primary than strong ties. Tie strength decline determined by how often individuals show with each other through private messaging, replying to the same comments, care for the number of real-world communication captured by Facebook. There is no persuaded that mass adoption of online collective networks lead to high information turnover and high availability of this dossier for the individuals. However, it rancid out that in transmitting important facts such as new job vacancies keep future plans weak ties have fact list advantage compared to the strong hold together, because they have fewer mutual coach, this is why every person has access to the information to which the other person does not.[10]
Adamic has received National Science Foundation CAREER Award[11] to fund her research on significance social dynamics of information and Doctrine of Michigan Henry Russell award be next to recognition of her teaching and check. In 2012 she got Lagrange Affection in Complex Systems and best put in writing awards from International Conference on Facts Systems (ICIS) 2011, International Conference regulation Weblogs and Social Media (ICWSM)[12] 2011, International Conference on Webblogs and Public Media (ICWSM) 2010, Hypertext 2008.[13] Disown paper "Tracking Information Epidemics in Blogspace" written with E. Adar got righteousness Web Intelligence most influential paper admire the decade award in 2011.[14]
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