FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3125538055> ?p ?o ?g. }

• W3125538055 abstract "Abstract The phenomenon of suicide has been a focal point since Durkheim among social scientists. Internet and social media sites provide new ways for people to express their positive feelings, but they are also platforms to express suicide ideation or depressed thoughts. Most of these posts are not about real suicide, and some of them are a cry for help. Nevertheless, suicide- and depression-related content varies among platforms, and it is not evident how a researcher can find these materials in mass data of social media. Our paper uses the corpus of more than four million Instagram posts, related to mental health problems. After defining the initial corpus, we present two different strategies to find the relevant sociological content in the noisy environment of social media. The first approach starts with a topic modeling (Latent Dirichlet Allocation), the output of which serves as the basis of a supervised classification method based on advanced machine-learning techniques. The other strategy is built on an artificial neural network-based word embedding language model. Based on our results, the combination of topic modeling and neural network word embedding methods seems to be a promising way to find the research related content in a large digital corpus. Our research can provide added value in the detection of possible self-harm events. With the utilization of complex techniques (such as topic modeling and word embedding methods), it is possible to identify the most problematic posts and most vulnerable users." @default.
• W3125538055 created "2021-02-01" @default.
• W3125538055 creator A5015694492 @default.
• W3125538055 creator A5032214577 @default.
• W3125538055 creator A5084303908 @default.
• W3125538055 date "2021-01-01" @default.
• W3125538055 modified "2023-10-17" @default.
• W3125538055 title "From Durkheim to Machine Learning: Finding the Relevant Sociological Content in Depression and Suicide-Related Social Media Discourses" @default.
• W3125538055 cites W1570098300 @default.
• W3125538055 cites W1753361524 @default.
• W3125538055 cites W1927727507 @default.
• W3125538055 cites W1963495448 @default.
• W3125538055 cites W1999980834 @default.
• W3125538055 cites W2001082470 @default.
• W3125538055 cites W2006604430 @default.
• W3125538055 cites W2040467972 @default.
• W3125538055 cites W2045489307 @default.
• W3125538055 cites W2061471089 @default.
• W3125538055 cites W2091880081 @default.
• W3125538055 cites W2092520193 @default.
• W3125538055 cites W2093605115 @default.
• W3125538055 cites W2117667023 @default.
• W3125538055 cites W2129587854 @default.
• W3125538055 cites W2199435139 @default.
• W3125538055 cites W2250539671 @default.
• W3125538055 cites W2292070666 @default.
• W3125538055 cites W2396421862 @default.
• W3125538055 cites W2405042511 @default.
• W3125538055 cites W2407086192 @default.
• W3125538055 cites W2419499132 @default.
• W3125538055 cites W2465750682 @default.
• W3125538055 cites W2513928994 @default.
• W3125538055 cites W2588050621 @default.
• W3125538055 cites W2605309004 @default.
• W3125538055 cites W2729540173 @default.
• W3125538055 cites W2754329298 @default.
• W3125538055 cites W2769358515 @default.
• W3125538055 cites W2805897473 @default.
• W3125538055 cites W324835446 @default.
• W3125538055 cites W4210759740 @default.
• W3125538055 cites W4233906183 @default.
• W3125538055 cites W4247259596 @default.
• W3125538055 doi "https://doi.org/10.1007/978-3-030-54936-7_11" @default.
• W3125538055 hasPublicationYear "2021" @default.
• W3125538055 type Work @default.
• W3125538055 sameAs 3125538055 @default.
• W3125538055 citedByCount "1" @default.
• W3125538055 countsByYear W31255380552023 @default.
• W3125538055 crossrefType "book-chapter" @default.
• W3125538055 hasAuthorship W3125538055A5015694492 @default.
• W3125538055 hasAuthorship W3125538055A5032214577 @default.
• W3125538055 hasAuthorship W3125538055A5084303908 @default.
• W3125538055 hasBestOaLocation W31255380551 @default.
• W3125538055 hasConcept C119857082 @default.
• W3125538055 hasConcept C122980154 @default.
• W3125538055 hasConcept C134306372 @default.
• W3125538055 hasConcept C136764020 @default.
• W3125538055 hasConcept C154945302 @default.
• W3125538055 hasConcept C15744967 @default.
• W3125538055 hasConcept C171686336 @default.
• W3125538055 hasConcept C2776461190 @default.
• W3125538055 hasConcept C2777363581 @default.
• W3125538055 hasConcept C2777462759 @default.
• W3125538055 hasConcept C2778152352 @default.
• W3125538055 hasConcept C33923547 @default.
• W3125538055 hasConcept C41008148 @default.
• W3125538055 hasConcept C41608201 @default.
• W3125538055 hasConcept C500882744 @default.
• W3125538055 hasConcept C50644808 @default.
• W3125538055 hasConcept C518677369 @default.
• W3125538055 hasConcept C77805123 @default.
• W3125538055 hasConceptScore W3125538055C119857082 @default.
• W3125538055 hasConceptScore W3125538055C122980154 @default.
• W3125538055 hasConceptScore W3125538055C134306372 @default.
• W3125538055 hasConceptScore W3125538055C136764020 @default.
• W3125538055 hasConceptScore W3125538055C154945302 @default.
• W3125538055 hasConceptScore W3125538055C15744967 @default.
• W3125538055 hasConceptScore W3125538055C171686336 @default.
• W3125538055 hasConceptScore W3125538055C2776461190 @default.
• W3125538055 hasConceptScore W3125538055C2777363581 @default.
• W3125538055 hasConceptScore W3125538055C2777462759 @default.
• W3125538055 hasConceptScore W3125538055C2778152352 @default.
• W3125538055 hasConceptScore W3125538055C33923547 @default.
• W3125538055 hasConceptScore W3125538055C41008148 @default.
• W3125538055 hasConceptScore W3125538055C41608201 @default.
• W3125538055 hasConceptScore W3125538055C500882744 @default.
• W3125538055 hasConceptScore W3125538055C50644808 @default.
• W3125538055 hasConceptScore W3125538055C518677369 @default.
• W3125538055 hasConceptScore W3125538055C77805123 @default.
• W3125538055 hasLocation W31255380551 @default.
• W3125538055 hasOpenAccess W3125538055 @default.
• W3125538055 hasPrimaryLocation W31255380551 @default.
• W3125538055 hasRelatedWork W4727329 @default.
• W3125538055 hasRelatedWork W6042620 @default.
• W3125538055 hasRelatedWork W6066454 @default.
• W3125538055 hasRelatedWork W668143 @default.
• W3125538055 hasRelatedWork W6789168 @default.
• W3125538055 hasRelatedWork W8213497 @default.
• W3125538055 hasRelatedWork W8603341 @default.
• W3125538055 hasRelatedWork W8726526 @default.

• next