{"id":"https://openalex.org/W2896273125","doi":"https://doi.org/10.1145/3277593.3277629","title":"Semantic parsing of automobile steering systems","display_name":"Semantic parsing of automobile steering systems","publication_year":2018,"publication_date":"2018-10-11","ids":{"openalex":"https://openalex.org/W2896273125","doi":"https://doi.org/10.1145/3277593.3277629","mag":"2896273125"},"language":"en","primary_location":{"id":"doi:10.1145/3277593.3277629","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277593.3277629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on the Internet of Things","raw_type":"proceedings-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/A5100389337","display_name":"Gang Chen","orcid":"https://orcid.org/0000-0003-4970-2540"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gang Chen","raw_affiliation_strings":["University of California"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025884473","display_name":"Zachary Sabato","orcid":null},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary Sabato","raw_affiliation_strings":["University of California"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017663923","display_name":"Zhaodan Kong","orcid":"https://orcid.org/0000-0002-2493-1366"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaodan Kong","raw_affiliation_strings":["University of California"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100389337"],"corresponding_institution_ids":["https://openalex.org/I2803209242"],"apc_list":null,"apc_paid":null,"fwci":0.2019,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55046748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8402768969535828},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7594848871231079},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6015779972076416},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5769305229187012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5699622631072998},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4645983874797821},{"id":"https://openalex.org/keywords/formal-methods","display_name":"Formal methods","score":0.4585722088813782},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4405117928981781},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4404029846191406},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.43806904554367065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4298561215400696},{"id":"https://openalex.org/keywords/formal-verification","display_name":"Formal verification","score":0.4183880090713501},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34889185428619385},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.21719837188720703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8402768969535828},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7594848871231079},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6015779972076416},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5769305229187012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699622631072998},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4645983874797821},{"id":"https://openalex.org/C75606506","wikidata":"https://www.wikidata.org/wiki/Q1049183","display_name":"Formal methods","level":2,"score":0.4585722088813782},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4405117928981781},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4404029846191406},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.43806904554367065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4298561215400696},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.4183880090713501},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34889185428619385},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.21719837188720703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3277593.3277629","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277593.3277629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on the Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1533557569","https://openalex.org/W2104994910","https://openalex.org/W2129289644","https://openalex.org/W2295690548","https://openalex.org/W2474788619","https://openalex.org/W2896212210"],"related_works":["https://openalex.org/W2293063786","https://openalex.org/W2152752131","https://openalex.org/W2911292476","https://openalex.org/W161255303","https://openalex.org/W1544097700","https://openalex.org/W1488573418","https://openalex.org/W1922520186","https://openalex.org/W1946493810","https://openalex.org/W2391979747","https://openalex.org/W2981877881"],"abstract_inverted_index":{"Formal":[0],"specification":[1,51,114],"plays":[2],"crucial":[3],"roles":[4],"in":[5,53,140],"the":[6,33,41,64,69,92,124,135,147],"rigorous":[7],"verification":[8],"and":[9,105,130],"design":[10],"of":[11,17,35,43,146],"automobile":[12,45],"steering":[13,46],"systems.":[14],"The":[15,111,144],"challenge":[16],"getting":[18],"high-quality":[19],"formal":[20,50,113],"specifications":[21],"is":[22,37,81,138,150],"well":[23],"documented.":[24],"This":[25],"paper":[26,72],"presents":[27],"a":[28,49,74,90,100,141],"problem":[29,95],"called":[30,77],"'semantic":[31],"parsing',":[32],"goal":[34],"which":[36,80],"to":[38,48,68],"automatically":[39],"translate":[40],"behavior":[42],"an":[44,119],"system":[47],"written":[52],"signal":[54],"temporal":[55],"logic":[56],"(STL)":[57],"with":[58,152],"human-in-the":[59],"loop":[60],"manner.":[61],"To":[62],"tackle":[63],"combinatorial":[65],"explosion":[66],"inherent":[67],"problem,":[70],"this":[71],"adopts":[73],"search":[75],"strategy":[76],"agenda-based":[78],"parsing,":[79],"inspired":[82],"by":[83],"natural":[84],"language":[85],"processing.":[86],"Based":[87],"on":[88,123,134],"such":[89],"strategy,":[91],"semantic":[93],"parsing":[94],"can":[96,115,127],"be":[97,116],"formulated":[98],"as":[99,118],"Markov":[101],"decision":[102],"process":[103],"(MDP)":[104],"then":[106],"solved":[107],"using":[108],"reinforcement":[109],"learning.":[110],"obtained":[112],"viewed":[117],"interpretable":[120],"classifier,":[121],"which,":[122],"one":[125],"hand,":[126,137],"classify":[128],"desirable":[129],"undesirable":[131],"behaviors,":[132],"and,":[133],"other":[136],"expressed":[139],"human-understandable":[142],"form.":[143],"performance":[145],"proposed":[148],"method":[149],"demonstrated":[151],"study.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}