{"id":"https://openalex.org/W2039505642","doi":"https://doi.org/10.1002/int.4550030305","title":"Constraints on the acquisition of semantic knowledge","display_name":"Constraints on the acquisition of semantic knowledge","publication_year":1988,"publication_date":"1988-01-01","ids":{"openalex":"https://openalex.org/W2039505642","doi":"https://doi.org/10.1002/int.4550030305","mag":"2039505642"},"language":"en","primary_location":{"id":"doi:10.1002/int.4550030305","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.4550030305","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","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/A5012141433","display_name":"James Pustejovsky","orcid":"https://orcid.org/0000-0003-2233-9761"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James Pustejovsky","raw_affiliation_strings":["Department of Computer Science, Brandeis University, Waltham, MA 02254"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brandeis University, Waltham, MA 02254","institution_ids":["https://openalex.org/I6902469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012141433"],"corresponding_institution_ids":["https://openalex.org/I6902469"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":1.6717,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8690356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":"3","first_page":"247","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9976999759674072,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9976999759674072,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9926000237464905,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9817000031471252,"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/polysemy","display_name":"Polysemy","score":0.7827606201171875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7522493600845337},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.567969799041748},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5555447340011597},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5535062551498413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5466625094413757},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5289607048034668},{"id":"https://openalex.org/keywords/distributional-semantics","display_name":"Distributional semantics","score":0.5274543762207031},{"id":"https://openalex.org/keywords/markedness","display_name":"Markedness","score":0.5069041848182678},{"id":"https://openalex.org/keywords/lexical-semantics","display_name":"Lexical semantics","score":0.45926061272621155},{"id":"https://openalex.org/keywords/lexical-item","display_name":"Lexical item","score":0.40617749094963074},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.326631098985672},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22667598724365234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16361448168754578}],"concepts":[{"id":"https://openalex.org/C2780276568","wikidata":"https://www.wikidata.org/wiki/Q191928","display_name":"Polysemy","level":2,"score":0.7827606201171875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522493600845337},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.567969799041748},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5555447340011597},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5535062551498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5466625094413757},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5289607048034668},{"id":"https://openalex.org/C2778828372","wikidata":"https://www.wikidata.org/wiki/Q5283209","display_name":"Distributional semantics","level":3,"score":0.5274543762207031},{"id":"https://openalex.org/C2776134746","wikidata":"https://www.wikidata.org/wiki/Q1897166","display_name":"Markedness","level":2,"score":0.5069041848182678},{"id":"https://openalex.org/C98954769","wikidata":"https://www.wikidata.org/wiki/Q1759657","display_name":"Lexical semantics","level":3,"score":0.45926061272621155},{"id":"https://openalex.org/C126706616","wikidata":"https://www.wikidata.org/wiki/Q2944660","display_name":"Lexical item","level":2,"score":0.40617749094963074},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.326631098985672},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22667598724365234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16361448168754578},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/int.4550030305","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.4550030305","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7300000190734863,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W206794860","https://openalex.org/W258412045","https://openalex.org/W1480102524","https://openalex.org/W1523646877","https://openalex.org/W1529151583","https://openalex.org/W1600175013","https://openalex.org/W1634667895","https://openalex.org/W1876049612","https://openalex.org/W1974881914","https://openalex.org/W1981724541","https://openalex.org/W1991548063","https://openalex.org/W2009720124","https://openalex.org/W2019001600","https://openalex.org/W2090626368","https://openalex.org/W2094249282","https://openalex.org/W2094848746","https://openalex.org/W2116770805","https://openalex.org/W2152397575","https://openalex.org/W2312747799","https://openalex.org/W2328091329","https://openalex.org/W2489444954","https://openalex.org/W2561277497","https://openalex.org/W2891293780","https://openalex.org/W4210560736","https://openalex.org/W4234400701","https://openalex.org/W4300680282","https://openalex.org/W4300988206","https://openalex.org/W4322770808","https://openalex.org/W6605551326","https://openalex.org/W6608427887","https://openalex.org/W6631660577","https://openalex.org/W6634232656","https://openalex.org/W6635948202","https://openalex.org/W6638951402","https://openalex.org/W6642674909","https://openalex.org/W6659717049","https://openalex.org/W6679797431"],"related_works":["https://openalex.org/W186041800","https://openalex.org/W2152799930","https://openalex.org/W2251700249","https://openalex.org/W2242805701","https://openalex.org/W1514768774","https://openalex.org/W4287665666","https://openalex.org/W3086027778","https://openalex.org/W2294271284","https://openalex.org/W3014104201","https://openalex.org/W2167419393"],"abstract_inverted_index":{"In":[0],"this":[1,165],"article":[2],"we":[3],"explore":[4],"the":[5,12,29,103,111,125,136,144,149,153,170,191],"issue":[6],"of":[7,28,41,59,64,71,106,121,164,172,193],"domain-specificity":[8],"in":[9,32,115],"language":[10,21,112],"learning.":[11],"point":[13],"to":[14,93],"be":[15,36],"argued":[16],"here":[17,140],"is":[18,78,98,141,186],"that":[19,46,146],"although":[20],"acquisition":[22,34,174],"requires":[23],"substantial":[24],"domainintensive":[25],"knowledge,":[26],"some":[27],"mechanisms":[30],"used":[31],"concept":[33,60],"can":[35],"seen":[37],"as":[38,118,188,190],"special":[39],"cases":[40],"more":[42,156],"general":[43,137],"learning":[44],"strategies;":[45],"is,":[47],"domain-independent":[48],"strategies":[49],"operating":[50,67],"within":[51,68,84],"domain-dependent":[52],"constraints.":[53],"We":[54,159],"present":[55],"a":[56,69,79,85,99,119,132],"computational":[57],"model":[58,70],"2cquisition":[61],"making":[62],"use":[63],"these":[65],"strategies,":[66],"lexical":[72,81,173],"organization,":[73],"called":[74],"Constraint":[75,96],"Semantics.":[76],"This":[77],"rich":[80],"semantics":[82,97],"embedded":[83],"\u201cmarkedness":[86],"theory,\u201d":[87],"constraining":[88],"how":[89,181],"semantic":[90],"functions":[91],"relate":[92],"one":[94],"another.":[95],"restrictive":[100],"calculus":[101],"limiting":[102],"search":[104],"space":[105],"possible":[107,129],"word":[108,133],"meanings":[109],"for":[110,127,155,175,184,196],"leaner.":[113],"This,":[114],"effect,":[116],"acts":[117],"set":[120],"wellformedness":[122],"conditions,":[123],"defining":[124],"constraints":[126],"what":[128],"logical":[130],"decompositions":[131],"might":[134],"contain.":[135],"approach":[138],"taken":[139],"based":[142],"on":[143],"supposition":[145],"predicates":[147],"from":[148],"perceptual":[150],"domain":[151],"are":[152,178],"primitives":[154],"abstract":[157],"relations.":[158],"then":[160],"describe":[161],"an":[162],"implementation":[163],"model,":[166],"TULLY,":[167],"which":[168],"mirrors":[169],"stages":[171],"children.":[176],"Examples":[177],"given":[179],"showing":[180],"hierarchical":[182],"structure":[183],"concepts":[185],"acquired,":[187],"well":[189],"development":[192],"polysemy":[194],"relations":[195],"verbs.":[197]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
