{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T14:30:07Z","timestamp":1777645807888,"version":"3.51.4"},"reference-count":0,"publisher":"SAGE Publications","issue":"2-4","license":[{"start":{"date-parts":[[1995,1,1]],"date-time":"1995-01-01T00:00:00Z","timestamp":788918400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Fundamenta Informaticae"],"published-print":{"date-parts":[[1995,7]]},"abstract":"<jats:p>In this paper we present a formal view of an \u2018imagination\u2019 type of hypothesis generation process performed with the probabilistic knowledge of a domain. We outline a formalism for focused construction of interesting hypothetical situation-descriptions. Our formalism for the \u2018imagining agent\u2019 seeks to construct consistent, minimal, and desirable situation-descriptions by selecting suitable domain attributes and probabilistic dependency relationships from the available domain knowledge. An interestingness criterion made available to the imagining agent helps it in focusing its efforts towards \u2018imagining\u2019 only the interesting situation-descriptions.<\/jats:p>","DOI":"10.3233\/fi-1995-232343","type":"journal-article","created":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T20:38:32Z","timestamp":1575319112000},"page":"225-246","source":"Crossref","is-referenced-by-count":0,"title":["CONTEXT HYPOTHESIZATION USING PROBABILISTIC KNOWLEDGE"],"prefix":"10.1177","volume":"23","author":[{"given":"Raj","family":"Bhatnagar","sequence":"first","affiliation":[{"name":"Computer Science Department, University of Cincinnati, Cincinnati OH 45221, USA. bhatnagr@ucunix.san.uc.edu"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[1995,1,1]]},"container-title":["Fundamenta Informaticae"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-1995-232343","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/FI-1995-232343","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T06:33:23Z","timestamp":1777444403000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/FI-1995-232343"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1995,1,1]]},"references-count":0,"journal-issue":{"issue":"2-4","published-print":{"date-parts":[[1995,7]]}},"alternative-id":["10.3233\/FI-1995-232343"],"URL":"https:\/\/doi.org\/10.3233\/fi-1995-232343","relation":{},"ISSN":["0169-2968","1875-8681"],"issn-type":[{"value":"0169-2968","type":"print"},{"value":"1875-8681","type":"electronic"}],"subject":[],"published":{"date-parts":[[1995,1,1]]}}}