{"id":"https://openalex.org/W2169815241","doi":"https://doi.org/10.1007/3-540-45622-8_10","title":"An Information-Theoretic Characterization of Abstraction in Diagnosis and Hypothesis Selection","display_name":"An Information-Theoretic Characterization of Abstraction in Diagnosis and Hypothesis Selection","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2169815241","doi":"https://doi.org/10.1007/3-540-45622-8_10","mag":"2169815241"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-45622-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45622-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107677928","display_name":"T. K. Satish Kumar","orcid":"https://orcid.org/0000-0002-1748-8431"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210092042","display_name":"Knowledge Systems Institute","ror":"https://ror.org/00mp1mt27","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092042"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"T. K. Satish Kumar","raw_affiliation_strings":["Knowledge Systems Laboratory, Stanford University, USA"],"affiliations":[{"raw_affiliation_string":"Knowledge Systems Laboratory, Stanford University, USA","institution_ids":["https://openalex.org/I4210092042","https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5107677928"],"corresponding_institution_ids":["https://openalex.org/I4210092042","https://openalex.org/I97018004"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2834,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59749402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7789059281349182},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6446822285652161},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5822732448577881},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5231407880783081},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5162056088447571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4835045635700226},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.4706268310546875},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.46553555130958557},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4620171785354614},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.45490536093711853},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.44335657358169556},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3883885145187378},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3677855134010315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7789059281349182},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6446822285652161},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5822732448577881},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5231407880783081},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5162056088447571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4835045635700226},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.4706268310546875},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.46553555130958557},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4620171785354614},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.45490536093711853},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.44335657358169556},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3883885145187378},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3677855134010315},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-45622-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45622-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W98310218","https://openalex.org/W1483210996","https://openalex.org/W1519683110","https://openalex.org/W1540899940","https://openalex.org/W1567176099","https://openalex.org/W1584186420","https://openalex.org/W1592030730","https://openalex.org/W1686746446","https://openalex.org/W1696263757","https://openalex.org/W1797873548","https://openalex.org/W1889333569","https://openalex.org/W1964583931","https://openalex.org/W1979472512","https://openalex.org/W1999878910","https://openalex.org/W2003116861","https://openalex.org/W2010438070","https://openalex.org/W2031342360","https://openalex.org/W2094500233","https://openalex.org/W2097421357","https://openalex.org/W2108309071","https://openalex.org/W2144386448","https://openalex.org/W2147096558","https://openalex.org/W2152516279","https://openalex.org/W2161586357","https://openalex.org/W2309036737","https://openalex.org/W2911546748","https://openalex.org/W4300304006","https://openalex.org/W6603983021","https://openalex.org/W6630950907","https://openalex.org/W6635201138","https://openalex.org/W6682800713","https://openalex.org/W6776626634"],"related_works":["https://openalex.org/W2966979413","https://openalex.org/W1986959479","https://openalex.org/W2032094637","https://openalex.org/W2040227828","https://openalex.org/W2060045818","https://openalex.org/W3045699787","https://openalex.org/W2131935101","https://openalex.org/W2021796032","https://openalex.org/W3192036101","https://openalex.org/W856257623"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}