Matches in SemOpenAlex for { <https://semopenalex.org/work/W2292605812> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2292605812 abstract "Successful online communities (e.g., Wikipedia, Yelp, and StackOverflow) can produce valuable content. However, many communities fail in their initial stages. Starting an online community is challenging because there is not enough content to attract a critical mass of active members. This paper examines methods for addressing this cold-start problem in datamining-bootstrappable communities by attracting non-members to contribute to the community. We make four contributions: 1) we characterize a set of communities that are “datamining-bootstrappable” and define the bootstrapping problem in terms of decision-theoretic optimization, 2) we estimate the model parameters in a case study involving the Open AI Resources website, 3) we demonstrate that non-members' predicted interest levels and request design are important features that can significantly affect the contribution rate, and 4) we ran a simulation experiment using data generated with the learned parameters and show that our decision-theoretic optimization algorithm can generate as much community utility when bootstrapping the community as our strongest baseline while issuing only 55% as many contribution requests." @default.
- W2292605812 created "2016-06-24" @default.
- W2292605812 creator A5002424525 @default.
- W2292605812 creator A5038080713 @default.
- W2292605812 creator A5041616656 @default.
- W2292605812 creator A5083075229 @default.
- W2292605812 creator A5085011940 @default.
- W2292605812 date "2016-02-27" @default.
- W2292605812 modified "2023-10-03" @default.
- W2292605812 title "Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization" @default.
- W2292605812 cites W1680189815 @default.
- W2292605812 cites W2072008013 @default.
- W2292605812 cites W2077513286 @default.
- W2292605812 cites W2077802345 @default.
- W2292605812 cites W2081580037 @default.
- W2292605812 cites W2097519322 @default.
- W2292605812 cites W2115210820 @default.
- W2292605812 cites W2116144139 @default.
- W2292605812 cites W2116354394 @default.
- W2292605812 cites W2137774331 @default.
- W2292605812 cites W2149274557 @default.
- W2292605812 cites W2151572696 @default.
- W2292605812 cites W2233207476 @default.
- W2292605812 cites W2432978112 @default.
- W2292605812 doi "https://doi.org/10.1145/2818048.2820024" @default.
- W2292605812 hasPublicationYear "2016" @default.
- W2292605812 type Work @default.
- W2292605812 sameAs 2292605812 @default.
- W2292605812 citedByCount "1" @default.
- W2292605812 countsByYear W22926058122018 @default.
- W2292605812 crossrefType "proceedings-article" @default.
- W2292605812 hasAuthorship W2292605812A5002424525 @default.
- W2292605812 hasAuthorship W2292605812A5038080713 @default.
- W2292605812 hasAuthorship W2292605812A5041616656 @default.
- W2292605812 hasAuthorship W2292605812A5083075229 @default.
- W2292605812 hasAuthorship W2292605812A5085011940 @default.
- W2292605812 hasBestOaLocation W22926058122 @default.
- W2292605812 hasConcept C119857082 @default.
- W2292605812 hasConcept C124101348 @default.
- W2292605812 hasConcept C149782125 @default.
- W2292605812 hasConcept C154945302 @default.
- W2292605812 hasConcept C207609745 @default.
- W2292605812 hasConcept C33923547 @default.
- W2292605812 hasConcept C41008148 @default.
- W2292605812 hasConceptScore W2292605812C119857082 @default.
- W2292605812 hasConceptScore W2292605812C124101348 @default.
- W2292605812 hasConceptScore W2292605812C149782125 @default.
- W2292605812 hasConceptScore W2292605812C154945302 @default.
- W2292605812 hasConceptScore W2292605812C207609745 @default.
- W2292605812 hasConceptScore W2292605812C33923547 @default.
- W2292605812 hasConceptScore W2292605812C41008148 @default.
- W2292605812 hasFunder F4320321001 @default.
- W2292605812 hasLocation W22926058121 @default.
- W2292605812 hasLocation W22926058122 @default.
- W2292605812 hasOpenAccess W2292605812 @default.
- W2292605812 hasPrimaryLocation W22926058121 @default.
- W2292605812 hasRelatedWork W2068931720 @default.
- W2292605812 hasRelatedWork W2104232660 @default.
- W2292605812 hasRelatedWork W2143954309 @default.
- W2292605812 hasRelatedWork W2804643522 @default.
- W2292605812 hasRelatedWork W2961085424 @default.
- W2292605812 hasRelatedWork W3046775127 @default.
- W2292605812 hasRelatedWork W4286629047 @default.
- W2292605812 hasRelatedWork W4306321456 @default.
- W2292605812 hasRelatedWork W4306674287 @default.
- W2292605812 hasRelatedWork W4224009465 @default.
- W2292605812 isParatext "false" @default.
- W2292605812 isRetracted "false" @default.
- W2292605812 magId "2292605812" @default.
- W2292605812 workType "article" @default.