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finding the simplest similarity(distance) measure for a problem of community detection in geo-social network

$10-30 USD

Closed
Posted almost 4 years ago

$10-30 USD

Paid on delivery
I need to do a data mining study on social networks for marketing purposes. My goal is a community detection in geo-social network. I tried to define the problem as following: Given A geo-social network graph G (V, E) is an un-directed graph with vertex set V and edge set E, where vertices represent users and edges denote their relationships. Furthermore, each vertex v ∈ V has a number i of spatial visited locations li ([login to view URL], [login to view URL]) in the two-dimensional space. In addition, information about each visited location li includes a date di of visiting, and a location category ci belong to a predefined set of categories that shows the interests of place or activities (i.e., gyms, malls, libraries, cafes...) So, in addition to the network structure G (V, E), we have for each node a set {(li , di, ci)} that contain geographic, temporal, and interests information. We can of course have additional information by: • Count the number of visits to each specific location (e.g., #visits to specific coffee shop) • Count the number of visits to each specific category. (e.g., #visits to all coffee shops). Goal: Then, we need to define a similarity (distance) measure allowing us to discover communities such that users in one community are similar in terms of: • Structural connection • Spatial regions: visiting locations close to each other • Interests: visiting similar place categories (e.g., libraries, gyms…) • What about the temporal data (date)? involved or removed? Notes: there is no collected data yet. So no need to implement or run anything. just suggest a suitable measure for such a problem. the deliverable should be a document of 1-2 pages contain a clear suggestion that relies on proved foundations as possible, and a list of any support references. Please contact me if you think you have an idea for the above description.
Project ID: 24659847

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2 proposals
Remote project
Active 4 yrs ago

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HI, MYSELF BHARAT. I’M A WEB SCRAPPING EXPERT. I AM BASICALLY INTO WEBSITE SCRAPING, EMAIL FINDING, PRODUCT RESEARCH, FINDING CONTACT DETAILS OF THE HEAD OF THE COMPANY/ORGANISATION OR ANYTHING RELATED TO GOOGLE SEARCH ETC. I CAN DO ADVANCED GOOGLE RESEARCH. I AM FAST IN TYPING, QUICK THINKING, AND GREAT IN GOOGLE SPREADSHEET. I CAN HELP YOU IN COLLECTING INFORMATION THROUGHOUT THE WEB FOLLOWED BY FILLING THE SPREADSHEET WITH IT. I CAN DIG DEEPER INTO THE INTERNET AND PROVIDE QUALITY INFORMATION. GIVE ME ONE OPPORTUNITY TO SERVE YOU. THIS PROPOSAL WOULD BE 100% SATISFACTION TO YOU. SO, CHOOSE WISELY.
$30 USD in 2 days
5.0 (4 reviews)
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Flag of SAUDI ARABIA
Riyadh, Saudi Arabia
4.6
10
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Member since Jan 19, 2016

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