FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376648957> ?p ?o ?g. }

• W4376648957 endingPage "104383" @default.
• W4376648957 startingPage "104383" @default.
• W4376648957 abstract "To demonstrate and develop an approach enabling individual researchers or small teams to create their own ad-hoc, lightweight knowledge bases tailored for specialized scientific interests, using text-mining over scientific literature, and demonstrate the effectiveness of these knowledge bases in hypothesis generation and literature-based discovery (LBD). We propose a lightweight process using an extractive search framework to create ad-hoc knowledge bases, which require minimal training and no background in bio-curation or computer science. These knowledge bases are particularly effective for LBD and hypothesis generation using Swanson's ABC method. The personalized nature of the knowledge bases allows for a somewhat higher level of noise than “public facing” ones, as researchers are expected to have prior domain experience to separate signal from noise. Fact verification is shifted from exhaustive verification of the knowledge base to post-hoc verification of specific entries of interest, allowing researchers to assess the correctness of relevant knowledge base entries by considering the paragraphs in which the facts were introduced. We demonstrate the methodology by constructing several knowledge bases of different kinds: three knowledge bases that support lab-internal hypothesis generation: Drug Delivery to Ovarian Tumors (DDOT); Tissue Engineering and Regeneration; Challenges in Cancer Research; and an additional comprehensive, accurate knowledge base designated as a public resource for the wider community on the topic of Cell Specific Drug Delivery (CSDD). In each case, we show the design and construction process, along with relevant visualizations for data exploration, and hypothesis generation. For CSDD and DDOT we also show meta-analysis, human evaluation, and in vitro experimental evaluation. Our approach enables researchers to create personalized, lightweight knowledge bases for specialized scientific interests, effectively facilitating hypothesis generation and literature-based discovery (LBD). By shifting fact verification efforts to post-hoc verification of specific entries, researchers can focus on exploring and generating hypotheses based on their expertise. The constructed knowledge bases demonstrate the versatility and adaptability of our approach to versatile research interests. The web-based platform, available at https://spike-kbc.apps.allenai.org, provides researchers with a valuable tool for rapid construction of knowledge bases tailored to their needs." @default.
• W4376648957 created "2023-05-17" @default.
• W4376648957 creator A5028476919 @default.
• W4376648957 creator A5033657404 @default.
• W4376648957 creator A5035040504 @default.
• W4376648957 creator A5082709015 @default.
• W4376648957 creator A5091956440 @default.
• W4376648957 creator A5091956441 @default.
• W4376648957 date "2023-06-01" @default.
• W4376648957 modified "2023-10-16" @default.
• W4376648957 title "From centralized to ad-hoc knowledge base construction for hypotheses generation" @default.
• W4376648957 cites W1968559117 @default.
• W4376648957 cites W2011726136 @default.
• W4376648957 cites W2024793632 @default.
• W4376648957 cites W2067096102 @default.
• W4376648957 cites W2068823574 @default.
• W4376648957 cites W2094405302 @default.
• W4376648957 cites W2094726706 @default.
• W4376648957 cites W2113142309 @default.
• W4376648957 cites W2117446654 @default.
• W4376648957 cites W2118002992 @default.
• W4376648957 cites W2122174694 @default.
• W4376648957 cites W2130190939 @default.
• W4376648957 cites W2131660156 @default.
• W4376648957 cites W2147558260 @default.
• W4376648957 cites W2153349010 @default.
• W4376648957 cites W2159537303 @default.
• W4376648957 cites W2168905447 @default.
• W4376648957 cites W2261812172 @default.
• W4376648957 cites W2411892481 @default.
• W4376648957 cites W2744173175 @default.
• W4376648957 cites W2757254843 @default.
• W4376648957 cites W2896730986 @default.
• W4376648957 cites W2951560185 @default.
• W4376648957 cites W2993172114 @default.
• W4376648957 cites W3025908968 @default.
• W4376648957 cites W3037363161 @default.
• W4376648957 cites W3038108109 @default.
• W4376648957 cites W3096677453 @default.
• W4376648957 cites W3106811464 @default.
• W4376648957 cites W3126685303 @default.
• W4376648957 cites W3170771812 @default.
• W4376648957 cites W3173561451 @default.
• W4376648957 cites W3175590879 @default.
• W4376648957 cites W3213382815 @default.
• W4376648957 cites W4230860706 @default.
• W4376648957 cites W4244393794 @default.
• W4376648957 cites W4252553099 @default.
• W4376648957 cites W4285586309 @default.
• W4376648957 cites W4306658682 @default.
• W4376648957 doi "https://doi.org/10.1016/j.jbi.2023.104383" @default.
• W4376648957 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37196989" @default.
• W4376648957 hasPublicationYear "2023" @default.
• W4376648957 type Work @default.
• W4376648957 citedByCount "0" @default.
• W4376648957 crossrefType "journal-article" @default.
• W4376648957 hasAuthorship W4376648957A5028476919 @default.
• W4376648957 hasAuthorship W4376648957A5033657404 @default.
• W4376648957 hasAuthorship W4376648957A5035040504 @default.
• W4376648957 hasAuthorship W4376648957A5082709015 @default.
• W4376648957 hasAuthorship W4376648957A5091956440 @default.
• W4376648957 hasAuthorship W4376648957A5091956441 @default.
• W4376648957 hasConcept C120567893 @default.
• W4376648957 hasConcept C154945302 @default.
• W4376648957 hasConcept C18903297 @default.
• W4376648957 hasConcept C199343813 @default.
• W4376648957 hasConcept C199360897 @default.
• W4376648957 hasConcept C206345919 @default.
• W4376648957 hasConcept C206588197 @default.
• W4376648957 hasConcept C207685749 @default.
• W4376648957 hasConcept C23123220 @default.
• W4376648957 hasConcept C2522767166 @default.
• W4376648957 hasConcept C2992886853 @default.
• W4376648957 hasConcept C31258907 @default.
• W4376648957 hasConcept C41008148 @default.
• W4376648957 hasConcept C4554734 @default.
• W4376648957 hasConcept C55439883 @default.
• W4376648957 hasConcept C56739046 @default.
• W4376648957 hasConcept C71924100 @default.
• W4376648957 hasConcept C86803240 @default.
• W4376648957 hasConcept C98045186 @default.
• W4376648957 hasConceptScore W4376648957C120567893 @default.
• W4376648957 hasConceptScore W4376648957C154945302 @default.
• W4376648957 hasConceptScore W4376648957C18903297 @default.
• W4376648957 hasConceptScore W4376648957C199343813 @default.
• W4376648957 hasConceptScore W4376648957C199360897 @default.
• W4376648957 hasConceptScore W4376648957C206345919 @default.
• W4376648957 hasConceptScore W4376648957C206588197 @default.
• W4376648957 hasConceptScore W4376648957C207685749 @default.
• W4376648957 hasConceptScore W4376648957C23123220 @default.
• W4376648957 hasConceptScore W4376648957C2522767166 @default.
• W4376648957 hasConceptScore W4376648957C2992886853 @default.
• W4376648957 hasConceptScore W4376648957C31258907 @default.
• W4376648957 hasConceptScore W4376648957C41008148 @default.
• W4376648957 hasConceptScore W4376648957C4554734 @default.
• W4376648957 hasConceptScore W4376648957C55439883 @default.
• W4376648957 hasConceptScore W4376648957C56739046 @default.
• W4376648957 hasConceptScore W4376648957C71924100 @default.

• next