FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3215981572> ?p ?o ?g. }

• W3215981572 abstract "On social media platforms like Twitter, users regularly share their opinions and comments with software vendors and service providers. Popular software products might get thousands of user comments per day. Research has shown that such comments contain valuable information for stakeholders, such as feature ideas, problem reports, or support inquiries. However, it is hard to manually manage and grasp a large amount of user comments, which can be redundant and of a different quality. Consequently, researchers suggested automated approaches to extract valuable comments, e.g., through problem report classifiers. However, these approaches do not aggregate semantically similar comments into specific aspects to provide insights like how often users reported a certain problem.We introduce an approach for automatically discovering topics composed of semantically similar user comments based on deep bidirectional natural language processing algorithms. Stakeholders can use our approach without the need to configure critical parameters like the number of clusters. We present our approach and report on a rigorous multiple-step empirical evaluation to assess how cohesive and meaningful the resulting clusters are. Each evaluation step was peer-coded and resulted in inter-coder agreements of up to 98%, giving us high confidence in the approach. We also report a thematic analysis on the topics discovered from tweets in the telecommunication domain." @default.
• W3215981572 created "2021-12-06" @default.
• W3215981572 creator A5020549005 @default.
• W3215981572 creator A5025426825 @default.
• W3215981572 creator A5087173799 @default.
• W3215981572 date "2021-09-01" @default.
• W3215981572 modified "2023-10-16" @default.
• W3215981572 title "Unsupervised Topic Discovery in User Comments" @default.
• W3215981572 cites W1174118978 @default.
• W3215981572 cites W1548839708 @default.
• W3215981572 cites W1561790812 @default.
• W3215981572 cites W1714665356 @default.
• W3215981572 cites W1979290264 @default.
• W3215981572 cites W1993972863 @default.
• W3215981572 cites W2052760504 @default.
• W3215981572 cites W2074975950 @default.
• W3215981572 cites W2085465189 @default.
• W3215981572 cites W2097500785 @default.
• W3215981572 cites W2112143630 @default.
• W3215981572 cites W2203955288 @default.
• W3215981572 cites W2249123738 @default.
• W3215981572 cites W2275464974 @default.
• W3215981572 cites W2362569215 @default.
• W3215981572 cites W2389246322 @default.
• W3215981572 cites W2547513165 @default.
• W3215981572 cites W2560305929 @default.
• W3215981572 cites W2594868322 @default.
• W3215981572 cites W2601243251 @default.
• W3215981572 cites W2620946595 @default.
• W3215981572 cites W2756686115 @default.
• W3215981572 cites W2756832710 @default.
• W3215981572 cites W2759603254 @default.
• W3215981572 cites W2763766763 @default.
• W3215981572 cites W2771651905 @default.
• W3215981572 cites W2896305405 @default.
• W3215981572 cites W2921407789 @default.
• W3215981572 cites W2952484670 @default.
• W3215981572 cites W2970641574 @default.
• W3215981572 cites W2996203597 @default.
• W3215981572 cites W3011137575 @default.
• W3215981572 cites W4236532781 @default.
• W3215981572 doi "https://doi.org/10.1109/re51729.2021.00021" @default.
• W3215981572 hasPublicationYear "2021" @default.
• W3215981572 type Work @default.
• W3215981572 sameAs 3215981572 @default.
• W3215981572 citedByCount "5" @default.
• W3215981572 countsByYear W32159815722021 @default.
• W3215981572 countsByYear W32159815722023 @default.
• W3215981572 crossrefType "proceedings-article" @default.
• W3215981572 hasAuthorship W3215981572A5020549005 @default.
• W3215981572 hasAuthorship W3215981572A5025426825 @default.
• W3215981572 hasAuthorship W3215981572A5087173799 @default.
• W3215981572 hasBestOaLocation W32159815722 @default.
• W3215981572 hasConcept C111472728 @default.
• W3215981572 hasConcept C115903868 @default.
• W3215981572 hasConcept C134306372 @default.
• W3215981572 hasConcept C136764020 @default.
• W3215981572 hasConcept C138885662 @default.
• W3215981572 hasConcept C159985019 @default.
• W3215981572 hasConcept C171268870 @default.
• W3215981572 hasConcept C192562407 @default.
• W3215981572 hasConcept C199360897 @default.
• W3215981572 hasConcept C23123220 @default.
• W3215981572 hasConcept C2522767166 @default.
• W3215981572 hasConcept C2776401178 @default.
• W3215981572 hasConcept C2777904410 @default.
• W3215981572 hasConcept C2779530757 @default.
• W3215981572 hasConcept C33923547 @default.
• W3215981572 hasConcept C36503486 @default.
• W3215981572 hasConcept C41008148 @default.
• W3215981572 hasConcept C41895202 @default.
• W3215981572 hasConcept C4679612 @default.
• W3215981572 hasConcept C518677369 @default.
• W3215981572 hasConceptScore W3215981572C111472728 @default.
• W3215981572 hasConceptScore W3215981572C115903868 @default.
• W3215981572 hasConceptScore W3215981572C134306372 @default.
• W3215981572 hasConceptScore W3215981572C136764020 @default.
• W3215981572 hasConceptScore W3215981572C138885662 @default.
• W3215981572 hasConceptScore W3215981572C159985019 @default.
• W3215981572 hasConceptScore W3215981572C171268870 @default.
• W3215981572 hasConceptScore W3215981572C192562407 @default.
• W3215981572 hasConceptScore W3215981572C199360897 @default.
• W3215981572 hasConceptScore W3215981572C23123220 @default.
• W3215981572 hasConceptScore W3215981572C2522767166 @default.
• W3215981572 hasConceptScore W3215981572C2776401178 @default.
• W3215981572 hasConceptScore W3215981572C2777904410 @default.
• W3215981572 hasConceptScore W3215981572C2779530757 @default.
• W3215981572 hasConceptScore W3215981572C33923547 @default.
• W3215981572 hasConceptScore W3215981572C36503486 @default.
• W3215981572 hasConceptScore W3215981572C41008148 @default.
• W3215981572 hasConceptScore W3215981572C41895202 @default.
• W3215981572 hasConceptScore W3215981572C4679612 @default.
• W3215981572 hasConceptScore W3215981572C518677369 @default.
• W3215981572 hasLocation W32159815721 @default.
• W3215981572 hasLocation W32159815722 @default.
• W3215981572 hasOpenAccess W3215981572 @default.
• W3215981572 hasPrimaryLocation W32159815721 @default.
• W3215981572 hasRelatedWork W2043066056 @default.
• W3215981572 hasRelatedWork W2086064646 @default.
• W3215981572 hasRelatedWork W2115485936 @default.

• next