06-projects

06-projects - CS224W: JureLeskovec,StanfordUniversity...

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CS224W: Social and Information Network Analysis re eskovec tanford University Jure Leskovec, Stanford University http://cs224w.stanford.edu
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ams of 2 students is also ok) Teams of 2 3 students (1 is also ok) Project: xperimental evaluation of algorithms and models Experimental evaluation of algorithms and models on an interesting dataset A theoretical project that considers a model, an algorithm or a network property and derives a rigorous result about it n in epth critical survey of one of the course An in depth critical survey of one of the course topics relating models, experimental results and underlying social theories and offering a novel perspective on the area 10/11/2010 Jure Leskovec, Stanford CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu 2
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nswer the following questions: Answer the following questions: What is the problem you are solving? h t t ill ( ill t it What data will you use ( how will you get it )? How will you do the project? hi h ith /t h i / d l l t Which algorithms/techniques/models you plan to use/develop? Be as specific as you can! p y Who will you evaluate , measure success? hat do you expect to bmit/accomplish y What do you expect to submit/accomplish by the end of the quarter? 10/11/2010 Jure Leskovec, Stanford CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu 3
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The project should contain at least some amount of mathematical analysis , and some experimentation on real or synthetic data The result of the project will typically be a 10 page paper, describing the approach, the results, and the related work. Due on midnight OCT 18 2010 pload PDF to ttp://coursework.stanford.edu Upload PDF to http://coursework.stanford.edu TAs will assign group numbers–we will send a link to a GoogleDoc Name your file: <group#>_proposal.pdf 10/11/2010 Jure Leskovec, Stanford CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu 4
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ikipedia Wikipedia IM buddy graph hoo ltavista eb graph Yahoo Altavista web graph Stanford WebBase itter Data Twitter Data Blogs and news data hoo Music Ratings Yahoo Music Ratings 10/11/2010 Jure Leskovec, Stanford CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu 5
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ichly labeled network containing extracted Richly labeled network containing extracted data from Wikipedia (based on infoboxes): ichly labeled network Richly labeled network multiple types of nodes and edges About 2.6 million concepts described by 247 million triples, including abstracts in 14 different languages ttp://dbpedia org http://dbpedia.org Other OpenLinkedData datasets available at http://esw.w3.org/DataSetRDFDumps 10/11/2010 Jure Leskovec, Stanford CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu 6
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etworks of positive and negative edges Networks of positive and negative edges Data includes: ust/distrust edges Trust/distrust edges Also Epinions product reviews and review ratings AP:
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This note was uploaded on 01/11/2011 for the course CS 224 at Stanford.

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06-projects - CS224W: JureLeskovec,StanfordUniversity...

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