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• W3048334589 abstract "Location-based social networks (LBSNs) have been studied extensively in recent years. However, utilizing real-world LBSN data sets yields several weaknesses: sparse and small data sets, privacy concerns, and a lack of authoritative ground-truth. To overcome these weaknesses, we leverage a large-scale LBSN simulation to create a framework to simulate human behavior and to create synthetic but realistic LBSN data based on human patterns of life. Such data not only captures the location of users over time but also their interactions via social networks. Patterns of life are simulated by giving agents (i.e., people) an array of “needs” that they aim to satisfy, e.g., agents go home when they are tired, to restaurants when they are hungry, to work to cover their financial needs, and to recreational sites to meet friends and satisfy their social needs. While existing real-world LBSN data sets are trivially small, the proposed framework provides a source for massive LBSN benchmark data that closely mimics the real-world. As such, it allows us to capture 100% of the (simulated) population without any data uncertainty, privacy-related concerns, or incompleteness. It allows researchers to see the (simulated) world through the lens of an omniscient entity having perfect data. Our framework is made available to the community. In addition, we provide a series of simulated benchmark LBSN data sets using different synthetic towns and real-world urban environments obtained from OpenStreetMap. The simulation software and data sets, which comprise gigabytes of spatio-temporal and temporal social network data, are made available to the research community." @default.
• W3048334589 created "2020-08-13" @default.
• W3048334589 creator A5001448076 @default.
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• W3048334589 creator A5060335239 @default.
• W3048334589 date "2020-06-01" @default.
• W3048334589 modified "2023-10-16" @default.
• W3048334589 title "Location-Based Social Network Data Generation Based on Patterns of Life" @default.
• W3048334589 cites W1490382064 @default.
• W3048334589 cites W1508213241 @default.
• W3048334589 cites W180571615 @default.
• W3048334589 cites W1908159795 @default.
• W3048334589 cites W1967635926 @default.
• W3048334589 cites W1972436494 @default.
• W3048334589 cites W1981886741 @default.
• W3048334589 cites W1984189333 @default.
• W3048334589 cites W1986050033 @default.
• W3048334589 cites W1994002853 @default.
• W3048334589 cites W1997590279 @default.
• W3048334589 cites W2001344462 @default.
• W3048334589 cites W2009779426 @default.
• W3048334589 cites W2013262694 @default.
• W3048334589 cites W2013315566 @default.
• W3048334589 cites W2025101014 @default.
• W3048334589 cites W2025708957 @default.
• W3048334589 cites W2040512550 @default.
• W3048334589 cites W2044672016 @default.
• W3048334589 cites W2048014358 @default.
• W3048334589 cites W2050923583 @default.
• W3048334589 cites W2054560962 @default.
• W3048334589 cites W2055852858 @default.
• W3048334589 cites W2059512573 @default.
• W3048334589 cites W2062079386 @default.
• W3048334589 cites W2063718055 @default.
• W3048334589 cites W2070915285 @default.
• W3048334589 cites W2071702404 @default.
• W3048334589 cites W2072609015 @default.
• W3048334589 cites W2073013176 @default.
• W3048334589 cites W2074194940 @default.
• W3048334589 cites W2077480106 @default.
• W3048334589 cites W2082260230 @default.
• W3048334589 cites W2084677224 @default.
• W3048334589 cites W2086142729 @default.
• W3048334589 cites W2097293999 @default.
• W3048334589 cites W2099697766 @default.
• W3048334589 cites W2103099449 @default.
• W3048334589 cites W2109242993 @default.
• W3048334589 cites W2110953678 @default.
• W3048334589 cites W2112052203 @default.
• W3048334589 cites W2112631146 @default.
• W3048334589 cites W2127474081 @default.
• W3048334589 cites W2129619420 @default.
• W3048334589 cites W2144244247 @default.
• W3048334589 cites W2149814409 @default.
• W3048334589 cites W2158778617 @default.
• W3048334589 cites W2163997062 @default.
• W3048334589 cites W2196800259 @default.
• W3048334589 cites W2226534667 @default.
• W3048334589 cites W2241626324 @default.
• W3048334589 cites W2272444397 @default.
• W3048334589 cites W2362771282 @default.
• W3048334589 cites W2394103513 @default.
• W3048334589 cites W2438985978 @default.
• W3048334589 cites W2498534971 @default.
• W3048334589 cites W2504114525 @default.
• W3048334589 cites W2534640459 @default.
• W3048334589 cites W2548566701 @default.
• W3048334589 cites W2585020639 @default.
• W3048334589 cites W2607267541 @default.
• W3048334589 cites W2607403900 @default.
• W3048334589 cites W2616145386 @default.
• W3048334589 cites W2728796024 @default.
• W3048334589 cites W2732799361 @default.
• W3048334589 cites W2863261792 @default.
• W3048334589 cites W2873445392 @default.
• W3048334589 cites W2876922662 @default.
• W3048334589 cites W2890083417 @default.
• W3048334589 cites W2900735286 @default.
• W3048334589 cites W2913696439 @default.
• W3048334589 cites W2951380640 @default.
• W3048334589 cites W2967270345 @default.
• W3048334589 cites W2968295211 @default.
• W3048334589 cites W2968704979 @default.
• W3048334589 cites W2968816368 @default.
• W3048334589 cites W2982915066 @default.
• W3048334589 cites W4251228325 @default.
• W3048334589 cites W4292542163 @default.
• W3048334589 cites W55265703 @default.
• W3048334589 cites W574900623 @default.
• W3048334589 doi "https://doi.org/10.1109/mdm48529.2020.00038" @default.
• W3048334589 hasPublicationYear "2020" @default.
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