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Daniel<br />Keeping It Professional:Relevance, Recommendations, and Reputation.<br />Daniel Tunkelang<br />Principal Data ...
Overview<br /><ul><li>What is LinkedIn?
Hard problems we’re tackling in:
Relevance
Recommendations
Reputation
Open problems</li></ul>2<br />
Identity<br />Connect, find and be found<br />Rolodex, Resume, Business Card<br />LinkedIn Profile, Address Book, Search<b...
Identity: Profile of Record<br />4<br />
Identity: Connect with Others<br />5<br />
Identity: Join the Conversation<br />6<br />
Insights: Power of Aggregation<br />Before<br />employees worked at<br />Yahoo! (169)<br />	Google (96)<br />	Oracle (78)<...
Insights: Market Research<br />8<br />
Insights: Data Stories<br />9<br />
Everywhere<br />10<br />
Hard Problems: Examples<br /><ul><li>Relevance
People Search
Recommendations
Job Matching
Reputation
Skills</li></ul>11<br />
People Search<br />12<br />
People Search: Scale<br /><ul><li>120M+ members
2B searches in 2010
Based on                      (cf. http://sna-projects.com/)</li></ul>13<br />
People Search: Faceted Search<br />14<br />
People Search: Network Facet<br />15<br />
People Search: Type-Ahead<br />16<br />
People Search: Relevance<br /><ul><li>Query-Independent Signals
Network Rank, Profile Quality
Query-Dependent Signals
Field-Based Relevance
Personalized Signals
Network Distance</li></ul>17<br />
People Search: Query-Independent Signals<br />18<br />
People Search: Network Rank<br />19<br />
People Search: Profile Quality<br />20<br />
People Search: SEO<br />21<br />
People Search: Query-Dependent Signals<br />22<br />
People Search: Inferring Structure<br />23<br />
People Search: Ambiguity<br />vs.<br />vs.<br />24<br />
People Search: HMM + Segmentation<br />for i in [1..n]<br />  s  w1 w2 … wi<br />  if Pc(s) > 0<br />    a  new Segment(...
People Search: Personalized Signals<br />26<br />
People Search: Further Reading<br /><ul><li>QCon 2010 presentation by John Wang on “LinkedIn Search: Searching the Social ...
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People Search: Ambiguityvs.vs.24

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  • DOWNLOAD FULL BOOKS, INTO AVAILABLE FORMAT ......................................................................................................................... ......................................................................................................................... 1.DOWNLOAD FULL. PDF EBOOK here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... 1.DOWNLOAD FULL. EPUB Ebook here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... 1.DOWNLOAD FULL. doc Ebook here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... 1.DOWNLOAD FULL. PDF EBOOK here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... 1.DOWNLOAD FULL. EPUB Ebook here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... 1.DOWNLOAD FULL. doc Ebook here { https://tinyurl.com/y6a5rkg5 } ......................................................................................................................... ......................................................................................................................... ......................................................................................................................... .............. Browse by Genre Available eBooks ......................................................................................................................... Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult,
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  • Job matching: or any matching.

    Use LIVE Objects where the Job Descriptions and Resumes are live and intelligent objects that seek and negotiate with each other.

    See http://www.slideshare.net/putchavn/systematic-identification-of-design-classes-with-live-objects
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