FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2999680153> ?p ?o ?g. }

• W2999680153 abstract "Abstract Recovering a system’s underlying structure from its historical records (also called structure mining) is essential to making valid inferences about that system’s behavior. For example, making reliable predictions about system failures based on maintenance work order data requires determining how concepts described within the work order are related. Obtaining such structural information is challenging, requiring system understanding, synthesis, and representation design. This is often either too difficult or too time consuming to produce. Consequently, a common approach to quickly elicit tacit structural knowledge from experts is to gather uncontrolled keywords as record labels—i.e., “tags.” One can then map those tags to concepts within the structure and quantitatively infer relationships between them. Existing models of tag similarity tend to either depend on correlation strength (e.g., overall co-occurrence frequencies) or on conditional strength (e.g., tag sequence probabilities). A key difficulty in applying either model is understanding under what conditions one is better than the other for overall structure recovery. In this paper, we investigate the core assumptions and implications of these two classes of similarity measures on structure recovery tasks. Then, using lessons from this characterization, we borrow from recent psychology literature on semantic fluency tasks to construct a tag similarity measure that emulates how humans recall tags from memory. We show through empirical testing that this method combines strengths of both common modeling paradigms. We also demonstrate its potential as a preprocessor for structure mining tasks via a case study in semi-supervised learning on real excavator maintenance work orders." @default.
• W2999680153 created "2020-01-23" @default.
• W2999680153 creator A5031657458 @default.
• W2999680153 creator A5036788329 @default.
• W2999680153 date "2020-01-13" @default.
• W2999680153 modified "2023-09-23" @default.
• W2999680153 title "Organizing Tagged Knowledge: Similarity Measures and Semantic Fluency in Structure Mining" @default.
• W2999680153 cites W1708874574 @default.
• W2999680153 cites W179875071 @default.
• W2999680153 cites W1966716734 @default.
• W2999680153 cites W1994321911 @default.
• W2999680153 cites W2017532632 @default.
• W2999680153 cites W2024932032 @default.
• W2999680153 cites W2032492244 @default.
• W2999680153 cites W2046941888 @default.
• W2999680153 cites W2069176870 @default.
• W2999680153 cites W2072405546 @default.
• W2999680153 cites W2108461307 @default.
• W2999680153 cites W2112090702 @default.
• W2999680153 cites W2114403129 @default.
• W2999680153 cites W2133103444 @default.
• W2999680153 cites W2150286230 @default.
• W2999680153 cites W2163922914 @default.
• W2999680153 cites W2177015079 @default.
• W2999680153 cites W2243984959 @default.
• W2999680153 cites W2277195237 @default.
• W2999680153 cites W2282325069 @default.
• W2999680153 cites W2340117315 @default.
• W2999680153 cites W2493014180 @default.
• W2999680153 cites W2561529111 @default.
• W2999680153 cites W2573864470 @default.
• W2999680153 cites W2592875812 @default.
• W2999680153 cites W2742276251 @default.
• W2999680153 cites W2784269499 @default.
• W2999680153 cites W2807630607 @default.
• W2999680153 cites W2894062218 @default.
• W2999680153 cites W2954404121 @default.
• W2999680153 cites W2963690776 @default.
• W2999680153 cites W3142959234 @default.
• W2999680153 cites W4241407476 @default.
• W2999680153 cites W4242054390 @default.
• W2999680153 cites W4248794678 @default.
• W2999680153 cites W603931206 @default.
• W2999680153 doi "https://doi.org/10.1115/1.4045686" @default.
• W2999680153 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7890696" @default.
• W2999680153 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33613016" @default.
• W2999680153 hasPublicationYear "2020" @default.
• W2999680153 type Work @default.
• W2999680153 sameAs 2999680153 @default.
• W2999680153 citedByCount "3" @default.
• W2999680153 countsByYear W29996801532021 @default.
• W2999680153 countsByYear W29996801532022 @default.
• W2999680153 countsByYear W29996801532023 @default.
• W2999680153 crossrefType "journal-article" @default.
• W2999680153 hasAuthorship W2999680153A5031657458 @default.
• W2999680153 hasAuthorship W2999680153A5036788329 @default.
• W2999680153 hasBestOaLocation W29996801532 @default.
• W2999680153 hasConcept C103278499 @default.
• W2999680153 hasConcept C115961682 @default.
• W2999680153 hasConcept C119857082 @default.
• W2999680153 hasConcept C124101348 @default.
• W2999680153 hasConcept C130318100 @default.
• W2999680153 hasConcept C154945302 @default.
• W2999680153 hasConcept C17744445 @default.
• W2999680153 hasConcept C199539241 @default.
• W2999680153 hasConcept C204321447 @default.
• W2999680153 hasConcept C23123220 @default.
• W2999680153 hasConcept C2776359362 @default.
• W2999680153 hasConcept C34736171 @default.
• W2999680153 hasConcept C41008148 @default.
• W2999680153 hasConcept C94625758 @default.
• W2999680153 hasConceptScore W2999680153C103278499 @default.
• W2999680153 hasConceptScore W2999680153C115961682 @default.
• W2999680153 hasConceptScore W2999680153C119857082 @default.
• W2999680153 hasConceptScore W2999680153C124101348 @default.
• W2999680153 hasConceptScore W2999680153C130318100 @default.
• W2999680153 hasConceptScore W2999680153C154945302 @default.
• W2999680153 hasConceptScore W2999680153C17744445 @default.
• W2999680153 hasConceptScore W2999680153C199539241 @default.
• W2999680153 hasConceptScore W2999680153C204321447 @default.
• W2999680153 hasConceptScore W2999680153C23123220 @default.
• W2999680153 hasConceptScore W2999680153C2776359362 @default.
• W2999680153 hasConceptScore W2999680153C34736171 @default.
• W2999680153 hasConceptScore W2999680153C41008148 @default.
• W2999680153 hasConceptScore W2999680153C94625758 @default.
• W2999680153 hasIssue "3" @default.
• W2999680153 hasLocation W29996801531 @default.
• W2999680153 hasLocation W29996801532 @default.
• W2999680153 hasOpenAccess W2999680153 @default.
• W2999680153 hasPrimaryLocation W29996801531 @default.
• W2999680153 hasRelatedWork W2038246283 @default.
• W2999680153 hasRelatedWork W2110503409 @default.
• W2999680153 hasRelatedWork W2147243590 @default.
• W2999680153 hasRelatedWork W2153652827 @default.
• W2999680153 hasRelatedWork W2252005665 @default.
• W2999680153 hasRelatedWork W2564015900 @default.
• W2999680153 hasRelatedWork W2963829519 @default.
• W2999680153 hasRelatedWork W3078371441 @default.
• W2999680153 hasRelatedWork W3107474891 @default.
• W2999680153 hasRelatedWork W4281690070 @default.

• next