FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1556699071> ?p ?o ?g. }

• W1556699071 abstract "Social media and social networks have already woven themselves into the very fabric of everyday life. This results in a dramatic increase of social data capturing various relations between the users and their associated artifacts, both in online networks and the real world using ubiquitous devices. In this work, we consider social interaction networks from a data mining perspective - also with a special focus on real-world face-to-face contact networks: We combine data mining and social network analysis techniques for examining the networks in order to improve our understanding of the data, the modeled behavior, and its underlying emergent processes. Furthermore, we adapt, extend and apply known predictive data mining algorithms on social interaction networks. Additionally, we present novel methods for descriptive data mining for uncovering and extracting relations and patterns for hypothesis generation and exploration, in order to provide characteristic information about the data and networks. The presented approaches and methods aim at extracting valuable knowledge for enhancing the understanding of the respective data, and for supporting the users of the respective systems. We consider data from several social systems, like the social bookmarking system BibSonomy, the social resource sharing system flickr, and ubiquitous social systems: Specifically, we focus on data from the social conference guidance system Conferator and the social group interaction system MyGroup. This work first gives a short introduction into social interaction networks, before we describe several analysis results in the context of online social networks and real-world face-to-face contact networks. Next, we present predictive data mining methods, i.e., for localization, recommendation and link prediction. After that, we present novel descriptive data mining methods for mining communities and patterns." @default.
• W1556699071 created "2016-06-24" @default.
• W1556699071 creator A5011835245 @default.
• W1556699071 date "2014-06-24" @default.
• W1556699071 modified "2023-09-27" @default.
• W1556699071 title "Data Mining on Social Interaction Networks" @default.
• W1556699071 cites W100059397 @default.
• W1556699071 cites W1484413656 @default.
• W1556699071 cites W1484732323 @default.
• W1556699071 cites W1493886470 @default.
• W1556699071 cites W1505460822 @default.
• W1556699071 cites W1523293200 @default.
• W1556699071 cites W1525766717 @default.
• W1556699071 cites W1539708329 @default.
• W1556699071 cites W1544007753 @default.
• W1556699071 cites W1544723002 @default.
• W1556699071 cites W1556699071 @default.
• W1556699071 cites W1559761769 @default.
• W1556699071 cites W1576040511 @default.
• W1556699071 cites W1589072770 @default.
• W1556699071 cites W1598855014 @default.
• W1556699071 cites W1599541430 @default.
• W1556699071 cites W1602763791 @default.
• W1556699071 cites W161524434 @default.
• W1556699071 cites W1689258902 @default.
• W1556699071 cites W1783520444 @default.
• W1556699071 cites W1824634186 @default.
• W1556699071 cites W1863638426 @default.
• W1556699071 cites W1884402041 @default.
• W1556699071 cites W1926612761 @default.
• W1556699071 cites W1933949522 @default.
• W1556699071 cites W1943444950 @default.
• W1556699071 cites W1953266353 @default.
• W1556699071 cites W1967784045 @default.
• W1556699071 cites W196886238 @default.
• W1556699071 cites W1971079539 @default.
• W1556699071 cites W1971421925 @default.
• W1556699071 cites W1973183883 @default.
• W1556699071 cites W1995364830 @default.
• W1556699071 cites W1995996823 @default.
• W1556699071 cites W2000159446 @default.
• W1556699071 cites W2005485058 @default.
• W1556699071 cites W2007444087 @default.
• W1556699071 cites W200830714 @default.
• W1556699071 cites W2010133698 @default.
• W1556699071 cites W2012375743 @default.
• W1556699071 cites W2014328246 @default.
• W1556699071 cites W2015953751 @default.
• W1556699071 cites W2022459084 @default.
• W1556699071 cites W2026417691 @default.
• W1556699071 cites W2028470267 @default.
• W1556699071 cites W2037933327 @default.
• W1556699071 cites W2042250323 @default.
• W1556699071 cites W2043037779 @default.
• W1556699071 cites W2046011722 @default.
• W1556699071 cites W2050126349 @default.
• W1556699071 cites W2051909164 @default.
• W1556699071 cites W2057012768 @default.
• W1556699071 cites W2061392329 @default.
• W1556699071 cites W2061901927 @default.
• W1556699071 cites W2064853889 @default.
• W1556699071 cites W2066636486 @default.
• W1556699071 cites W2074436399 @default.
• W1556699071 cites W2074598806 @default.
• W1556699071 cites W2076111938 @default.
• W1556699071 cites W2079569773 @default.
• W1556699071 cites W2080077919 @default.
• W1556699071 cites W2084069552 @default.
• W1556699071 cites W2086567932 @default.
• W1556699071 cites W2095293504 @default.
• W1556699071 cites W2097565406 @default.
• W1556699071 cites W2101108259 @default.
• W1556699071 cites W2101196063 @default.
• W1556699071 cites W2102212651 @default.
• W1556699071 cites W2103459555 @default.
• W1556699071 cites W2103499409 @default.
• W1556699071 cites W2104017387 @default.
• W1556699071 cites W2111002549 @default.
• W1556699071 cites W2112090702 @default.
• W1556699071 cites W2112701160 @default.
• W1556699071 cites W2115022330 @default.
• W1556699071 cites W2121761994 @default.
• W1556699071 cites W2123730855 @default.
• W1556699071 cites W2124637492 @default.
• W1556699071 cites W2125050594 @default.
• W1556699071 cites W2128026023 @default.
• W1556699071 cites W2128243727 @default.
• W1556699071 cites W2131112624 @default.
• W1556699071 cites W2132452100 @default.
• W1556699071 cites W2134714321 @default.
• W1556699071 cites W2135844668 @default.
• W1556699071 cites W2136076205 @default.
• W1556699071 cites W2138781105 @default.
• W1556699071 cites W2138890364 @default.
• W1556699071 cites W2142300336 @default.
• W1556699071 cites W2142517301 @default.
• W1556699071 cites W2142991233 @default.
• W1556699071 cites W2143554828 @default.
• W1556699071 cites W2148606196 @default.
• W1556699071 cites W2151419893 @default.

• next