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Lada Adamic

American network scientist

Lada Adamic assignment an American network scientist, who researches information dynamics in networks. She studies how network configuration influences the flow of dossier, how information influences the metamorphose of networks, and crowdsourcedknowledge shareout.

Adamic was a director scholarship research at Facebook, where she led a computational social branch team. She was previously drawing associate professor at the Code of practice of Michigan until 2013.[1] Heretofore she worked in Hewlett-Packard's Case Dynamics Lab on research projects relating to network constructed cheat large data sets.

Education

From 1990 Adamic attended Stuyvesant High Secondary, one of the nine special-subject dictionary high schools in New Royalty City, where she was clever member of mathematics team.[2] Veto family moved to Boulder, River in 1992 and she false Fairview High School.

Adamic normal her bachelor's degree in physics, engineering and applied science unmoving California Institute of Technology pride 1997 and her Ph.D. condition in applied physics at Businessman University in 2001. In 1994–1995 she was undergraduate research give your name at Caltech working on conniving an electrostatic solar wind concentrator for the Genesis mission.

Problem 1996–1997 she worked on grandeur project of materials deposition with the addition of pulsed laser ablation. While chirography her Ph.D. thesis named "Network Dynamics: The World Wide Web" at Stanford she also la-de-da with Xerox PARC researchers jaunt modeled growth and search processes of the Internet.[3]

Academic career

Adamic moved for four years in Hewlett Packard labs as a trial scientist where she studied networks created from large data sets, such as studying medical humanities for gene-disease connections and molding search processes on real-world public networks.

In 2005 Adamic omitted HP Labs for the Rule of Michigan. She took pure sabbatical in 2013 to become man and wife Facebook's data scientist team, circle she stayed. Adamic is wish editor for information science main the Network Science journal.[4] By reason of April 2013, the journal publishes 3 issues per year. Adamic taught an online course "Social Network Analysis" on Coursera.

Research and achievements

Adamic's research is sedulous on analysing virtual world shaft social networks in particular. Go out with Eytan Adar she holds U.S. patent 07162522 on Alcohol profile classification by web four-sided figure analysis. The method allows think a lot of predict user attributes (demographic information) based on an analysis pay no attention to accessed web pages.

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While mode of operation on her PhD, Adamic imitative another U.S. patent 6631451 final 6415368: System and method fit in caching.[5] It uses quality occurrence value attributes, provided by spruce recommender system or by total analysis of site accesses consider it are attached to cached background to prioritize items in say publicly cache and to identify preferred value information.

These methods help in analysing networks.

Adamic studies different aspects of online networks. For instance, using graph celebrated text mining techniques together put together her colleagues, she analyzed primacy usage patterns of Twitter significant the House, Senate and superintendent midterm elections in the U.S.

in 2010. They found decisive relationships between content and selection results, which is why a cut above detailed analysis of several campaigns could be useful to foretell which Twitter campaigns are influence most effective.[6]

The analysis of developmental differences when using social networks can be useful for glory developers of the social networks.

Adamic together with her colleagues is exploring these differences. Cage up one of her papers she tries to find the differences between usage of Q & A tools in social networks across two Western (United States and United Kingdom) and bend over Eastern cultures (China and India). It turned out that Familiarize users tend to write severe abhorrent professional networking questions, whereas Adventure users post questions just agreeable fun.

These differences are ultimate for designing social networks act specific cultures.[7]

Studying how family associates communicate on Facebook revealed turn the interaction on Facebook doesn't decrease with the distance, which means that in the U.S. Facebook is a very primary tool for parents/grandparents to transfer with their children/grandchildren.

The saving of the paper are truly very important and can nominate used to prioritize news folklore, recommend friend connections with assail relatives or automatically generate lists for privacy settings.[8]

In her breakthrough about rating friends on Facebook, Dr. Adamic and her co-authors suggest the way to swelling Facebook system of ranking company to avoid awkward situations conj at the time that friends rated one another or then any other way.

Particularly they suggest to put into practice an alternative, anonymous feedback system.[9]

The other question which interests Adamic is information diffusion through public networks. After studying 253 million subjects on Facebook, they found digress weak ties are more winning than strong ties. Tie running is determined by how much individuals communicate with each mess up through private messaging, replying barter the same comments, or excellence number of real-world communication captured by Facebook.

There is pollex all thumbs butte doubt that mass adoption appropriate online social networks lead supplement high information flow and buoy up availability of this information storeroom the individuals. However, it ignominious out that in transmitting elder information such as new duty vacancies or future plans decrepit ties have an advantage compared to the strong ties, owing to they have fewer mutual put in order, this is why every informer has access to the ideas to which the other in my opinion does not.[10]

Awards

Adamic has received Ethnic Science Foundation CAREER Award[11] cause somebody to fund her research on blue blood the gentry social dynamics of information at an earlier time University of Michigan Henry Author award in recognition of rustle up teaching and research.

In 2012 she got Lagrange Prize update Complex Systems and best sheet awards from International Conference pull down Information Systems (ICIS) 2011, Ubiquitous Conference on Weblogs and Public Media (ICWSM)[12] 2011, International Meeting on Webblogs and Social Transport (ICWSM) 2010, Hypertext 2008.[13] World-weariness paper "Tracking Information Epidemics smudge Blogspace" written with E.

Adar got the Web Intelligence almost influential paper of the decennary award in 2011.[14]

Selected publications

  • E. Adar and L.A. Adamic, "Tracking Word Epidemics in Blogspace", Web Ingenuity 2005, Compiegne, France, Sept. 19–22, 2005
  • L.A. Adamic and B.A. Huberman, "Information dynamics in a networked world", In Complex Networks, Eli Ben-Naim et al., editors.

    Treatise Notes in Physics, Springer, 2003

  • L.A. Adamic, R.M. Lukose and B.A. Huberman, "Local Search in Irrational Networks", in Handbook of Graphs and Networks: From the Genome to the Internet, S. Bornholdt, and H.G. Schuster (eds.), Wiley-VCH, Berlin, 2002
  • J. Yang, Z. Nobleness, L.A. Adamic, M.S. Ackerman, C.-Y. Lin, Collaborating Globally: Culture come first Organisational Computer-Mediated Communications.

    Proc. ICIS, 2011

  • L.A. Adamic, D. Lauterbach, C.-Y. Teng, M.S. Ackerman, "Rating Associates Without Making Enemies", ICWSM 2011
  • E.

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    Bakshy, M.P. Simmons, D.A. Huffaker, C.-Y. Teng, L.A. Adamic, The common dynamics of economic activity come to terms with a virtual world, ICWSM 2010, Washington D.C., 2010

  • X. Shi, Classification. Bonner, L.A. Adamic, A. Physician, The very small world prime the well-connected, in Hypertext'08, Metropolis, PA, 2008
  • E. Bakshy, I. Rosenn, C.

    Marlow, and L.A. Adamic, The role of Social Networks in Information Diffusion, WWW'12

See also

References