Matches in SemOpenAlex for { <https://semopenalex.org/work/W4247482028> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4247482028 abstract "Due to the rapid development of information technology, Internet has become part of everyday life gradually. People would like to communicate with friends to share their opinions on social networks. The diverse social network behavior is an ideal users' personality traits reflection. Existing behavior analysis methods for personality prediction mostly extract behavior attributes with heuristic. Although they work fairly well, but it is hard to extend and maintain. In this paper, for personality prediction, we utilize deep learning algorithm to build feature learning model, which could unsupervised extract Linguistic Representation Feature Vector (LRFV) from text published on Sina Micro-blog actively. Compared with other feature extraction methods, LRFV, as an abstract representation of Micro-blog content, could describe use's semantic information more objectively and comprehensively. In the experiments, the personality prediction model is built using linear regression algorithm, and different attributes obtained through different feature extraction methods are taken as input of prediction model respectively. The results show that LRFV performs more excellently in micro-blog behavior description and improve the performance of personality prediction model." @default.
- W4247482028 created "2022-05-12" @default.
- W4247482028 creator A5041096560 @default.
- W4247482028 creator A5044268573 @default.
- W4247482028 date "2016-03-30" @default.
- W4247482028 modified "2023-10-03" @default.
- W4247482028 title "Deep learning for constructing microblog behavior representation to identify social media user's personality" @default.
- W4247482028 doi "https://doi.org/10.7287/peerj.preprints.1906v1" @default.
- W4247482028 hasPublicationYear "2016" @default.
- W4247482028 type Work @default.
- W4247482028 citedByCount "0" @default.
- W4247482028 crossrefType "posted-content" @default.
- W4247482028 hasAuthorship W4247482028A5041096560 @default.
- W4247482028 hasAuthorship W4247482028A5044268573 @default.
- W4247482028 hasBestOaLocation W42474820281 @default.
- W4247482028 hasConcept C119857082 @default.
- W4247482028 hasConcept C136764020 @default.
- W4247482028 hasConcept C138885662 @default.
- W4247482028 hasConcept C143275388 @default.
- W4247482028 hasConcept C154945302 @default.
- W4247482028 hasConcept C15744967 @default.
- W4247482028 hasConcept C173801870 @default.
- W4247482028 hasConcept C17744445 @default.
- W4247482028 hasConcept C187288502 @default.
- W4247482028 hasConcept C199539241 @default.
- W4247482028 hasConcept C204321447 @default.
- W4247482028 hasConcept C2776359362 @default.
- W4247482028 hasConcept C2776401178 @default.
- W4247482028 hasConcept C2865642 @default.
- W4247482028 hasConcept C41008148 @default.
- W4247482028 hasConcept C41895202 @default.
- W4247482028 hasConcept C518677369 @default.
- W4247482028 hasConcept C52622490 @default.
- W4247482028 hasConcept C59404180 @default.
- W4247482028 hasConcept C77805123 @default.
- W4247482028 hasConcept C94625758 @default.
- W4247482028 hasConceptScore W4247482028C119857082 @default.
- W4247482028 hasConceptScore W4247482028C136764020 @default.
- W4247482028 hasConceptScore W4247482028C138885662 @default.
- W4247482028 hasConceptScore W4247482028C143275388 @default.
- W4247482028 hasConceptScore W4247482028C154945302 @default.
- W4247482028 hasConceptScore W4247482028C15744967 @default.
- W4247482028 hasConceptScore W4247482028C173801870 @default.
- W4247482028 hasConceptScore W4247482028C17744445 @default.
- W4247482028 hasConceptScore W4247482028C187288502 @default.
- W4247482028 hasConceptScore W4247482028C199539241 @default.
- W4247482028 hasConceptScore W4247482028C204321447 @default.
- W4247482028 hasConceptScore W4247482028C2776359362 @default.
- W4247482028 hasConceptScore W4247482028C2776401178 @default.
- W4247482028 hasConceptScore W4247482028C2865642 @default.
- W4247482028 hasConceptScore W4247482028C41008148 @default.
- W4247482028 hasConceptScore W4247482028C41895202 @default.
- W4247482028 hasConceptScore W4247482028C518677369 @default.
- W4247482028 hasConceptScore W4247482028C52622490 @default.
- W4247482028 hasConceptScore W4247482028C59404180 @default.
- W4247482028 hasConceptScore W4247482028C77805123 @default.
- W4247482028 hasConceptScore W4247482028C94625758 @default.
- W4247482028 hasLocation W42474820281 @default.
- W4247482028 hasOpenAccess W4247482028 @default.
- W4247482028 hasPrimaryLocation W42474820281 @default.
- W4247482028 hasRelatedWork W11232401 @default.
- W4247482028 hasRelatedWork W1383942 @default.
- W4247482028 hasRelatedWork W14789944 @default.
- W4247482028 hasRelatedWork W2736522 @default.
- W4247482028 hasRelatedWork W3418516 @default.
- W4247482028 hasRelatedWork W3592458 @default.
- W4247482028 hasRelatedWork W4229286 @default.
- W4247482028 hasRelatedWork W5688477 @default.
- W4247482028 hasRelatedWork W7389446 @default.
- W4247482028 hasRelatedWork W5221400 @default.
- W4247482028 isParatext "false" @default.
- W4247482028 isRetracted "false" @default.
- W4247482028 workType "article" @default.