Matches in SemOpenAlex for { <https://semopenalex.org/work/W2103938862> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W2103938862 abstract "In the last few years, there has been a growing interest in studying online social and affiliation networks, leading to a new category of inference problems that consider the actor characteristics and their social environments. These problems have a variety of applications, from creating more effective marketing campaigns to designing better personalized services. Predictive statistical models allow learning hidden information automatically in these networks but also bring many privacy concerns. Three of the main challenges that I address in my thesis are understanding 1) how the complex observed and unobserved relationships among actors can help in building better behavior models, and in designing more accurate predictive algorithms, 2) what are the processes that drive the network growth and link formation, and 3) what are the implications of predictive algorithms to the privacy of users who share content online. The majority of previous work in prediction, evolution and privacy in online social networks has concentrated on the single-mode networks which form around user-user links, such as friendship and email communication. However, single-mode networks often co-exist with two-mode affiliation networks in which users are linked to other entities, such as social groups, online content and events. We study the interplay between these two types of networks and show that analyzing these higher-order interactions can reveal dependencies that are difficult to extract from the pair-wise interactions alone. In particular, we present our contributions to the challenging problems of collective classification, link prediction, network evolution, anonymization and preserving privacy in social and affiliation networks. We evaluate our models on real-world data sets from well-known online social networks, such as Flickr, Facebook, Dogster and LiveJournal." @default.
- W2103938862 created "2016-06-24" @default.
- W2103938862 creator A5071079350 @default.
- W2103938862 creator A5086169451 @default.
- W2103938862 date "2011-01-01" @default.
- W2103938862 modified "2023-10-16" @default.
- W2103938862 title "Prediction, evolution and privacy in social and affiliation networks" @default.
- W2103938862 hasPublicationYear "2011" @default.
- W2103938862 type Work @default.
- W2103938862 sameAs 2103938862 @default.
- W2103938862 citedByCount "1" @default.
- W2103938862 countsByYear W21039388622012 @default.
- W2103938862 crossrefType "dissertation" @default.
- W2103938862 hasAuthorship W2103938862A5071079350 @default.
- W2103938862 hasAuthorship W2103938862A5086169451 @default.
- W2103938862 hasConcept C108827166 @default.
- W2103938862 hasConcept C119857082 @default.
- W2103938862 hasConcept C136197465 @default.
- W2103938862 hasConcept C136764020 @default.
- W2103938862 hasConcept C154945302 @default.
- W2103938862 hasConcept C15744967 @default.
- W2103938862 hasConcept C2522767166 @default.
- W2103938862 hasConcept C2776214188 @default.
- W2103938862 hasConcept C2778736484 @default.
- W2103938862 hasConcept C41008148 @default.
- W2103938862 hasConcept C4727928 @default.
- W2103938862 hasConcept C518677369 @default.
- W2103938862 hasConcept C77805123 @default.
- W2103938862 hasConceptScore W2103938862C108827166 @default.
- W2103938862 hasConceptScore W2103938862C119857082 @default.
- W2103938862 hasConceptScore W2103938862C136197465 @default.
- W2103938862 hasConceptScore W2103938862C136764020 @default.
- W2103938862 hasConceptScore W2103938862C154945302 @default.
- W2103938862 hasConceptScore W2103938862C15744967 @default.
- W2103938862 hasConceptScore W2103938862C2522767166 @default.
- W2103938862 hasConceptScore W2103938862C2776214188 @default.
- W2103938862 hasConceptScore W2103938862C2778736484 @default.
- W2103938862 hasConceptScore W2103938862C41008148 @default.
- W2103938862 hasConceptScore W2103938862C4727928 @default.
- W2103938862 hasConceptScore W2103938862C518677369 @default.
- W2103938862 hasConceptScore W2103938862C77805123 @default.
- W2103938862 hasLocation W21039388621 @default.
- W2103938862 hasOpenAccess W2103938862 @default.
- W2103938862 hasPrimaryLocation W21039388621 @default.
- W2103938862 hasRelatedWork W133504948 @default.
- W2103938862 hasRelatedWork W1556699071 @default.
- W2103938862 hasRelatedWork W1844634983 @default.
- W2103938862 hasRelatedWork W189407914 @default.
- W2103938862 hasRelatedWork W1968103943 @default.
- W2103938862 hasRelatedWork W2005143910 @default.
- W2103938862 hasRelatedWork W2019047955 @default.
- W2103938862 hasRelatedWork W2021606651 @default.
- W2103938862 hasRelatedWork W2036433616 @default.
- W2103938862 hasRelatedWork W2039552732 @default.
- W2103938862 hasRelatedWork W2047443612 @default.
- W2103938862 hasRelatedWork W2077575888 @default.
- W2103938862 hasRelatedWork W2187418600 @default.
- W2103938862 hasRelatedWork W2278787502 @default.
- W2103938862 hasRelatedWork W2614765616 @default.
- W2103938862 hasRelatedWork W2766479452 @default.
- W2103938862 hasRelatedWork W2777423789 @default.
- W2103938862 hasRelatedWork W2794181734 @default.
- W2103938862 hasRelatedWork W2903571837 @default.
- W2103938862 hasRelatedWork W2999616250 @default.
- W2103938862 isParatext "false" @default.
- W2103938862 isRetracted "false" @default.
- W2103938862 magId "2103938862" @default.
- W2103938862 workType "dissertation" @default.