{"id":"https://openalex.org/W3155519060","doi":"https://doi.org/10.1145/3404835.3462794","title":"PYA0: A Python Toolkit for Accessible Math-Aware Search","display_name":"PYA0: A Python Toolkit for Accessible Math-Aware Search","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3155519060","doi":"https://doi.org/10.1145/3404835.3462794","mag":"3155519060"},"language":"en","primary_location":{"id":"doi:10.1145/3404835.3462794","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3462794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5102024277","display_name":"Wei Zhong","orcid":"https://orcid.org/0009-0001-5387-0961"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Wei Zhong","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082997975","display_name":"Jimmy Lin","orcid":"https://orcid.org/0000-0002-0661-7189"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jimmy Lin","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102024277"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.7398,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74307962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2541","last_page":"2545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.9994000196456909,"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.9994000196456909,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9799000024795532,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.945900022983551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/python","display_name":"Python (programming language)","score":0.933962345123291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8160136938095093},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5012879371643066},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.48451417684555054},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.456623911857605},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3618490993976593},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34089475870132446}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.933962345123291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8160136938095093},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5012879371643066},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.48451417684555054},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.456623911857605},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3618490993976593},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34089475870132446}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3404835.3462794","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3462794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2004918107","https://openalex.org/W2031071334","https://openalex.org/W2593915113","https://openalex.org/W2594866016","https://openalex.org/W2740807107","https://openalex.org/W2935550293","https://openalex.org/W2975239981","https://openalex.org/W3016200987","https://openalex.org/W3085626180","https://openalex.org/W3094861537","https://openalex.org/W3095235456","https://openalex.org/W4245942730"],"related_works":["https://openalex.org/W2768092088","https://openalex.org/W270927586","https://openalex.org/W4297632510","https://openalex.org/W2080797126","https://openalex.org/W3185131596","https://openalex.org/W4312312709","https://openalex.org/W283806354","https://openalex.org/W3101523611","https://openalex.org/W2900707193","https://openalex.org/W4290719030"],"abstract_inverted_index":{"Mathematical":[0],"Information":[1],"Retrieval":[2],"(MIR)":[3],"has":[4,41],"been":[5,42],"actively":[6],"studied":[7],"in":[8,44,69,85],"recent":[9,48],"years":[10],"and":[11,61,98,107,141,153],"many":[12],"fruitful":[13],"results":[14,144],"have":[15,159],"emerged.":[16],"Among":[17],"those,":[18],"the":[19,26,46,88,101,110,138,151],"Approach":[20,81,128],"Zero":[21,82,129],"system":[22,102],"is":[23,32,83,103],"one":[24],"of":[25,155],"few":[27],"math-aware":[28],"search":[29],"engines":[30],"that":[31,76,130],"able":[33],"to":[34,57,63,71,109,134,149,172],"perform":[35],"substructure":[36],"matching":[37],"efficiently.":[38],"Furthermore,":[39],"it":[40],"deployed":[43],"ARQMath2020,":[45],"most":[47],"community-wide":[49],"MIR":[50,147],"evaluation,":[51],"as":[52,112],"a":[53,73,113,170,173],"strong":[54],"baseline":[55],"due":[56],"its":[58,132],"empirical":[59],"effectiveness":[60,152],"ability":[62],"handle":[64],"structured":[65,78],"math":[66,96],"content.":[67],"However,":[68],"order":[70],"implement":[72],"retrieval":[74],"model":[75],"handles":[77],"queries":[79],"efficiently,":[80],"written":[84],"C":[86],"from":[87],"ground":[89],"up,":[90],"requiring":[91],"special":[92],"pipelines":[93],"for":[94],"processing":[95],"content":[97],"queries.":[99],"Thus,":[100],"not":[104],"conveniently":[105],"accessible":[106,165],"reusable":[108],"community":[111],"research":[114],"tool.":[115],"In":[116],"this":[117],"paper,":[118],"we":[119],"present":[120],"PyA0,":[121],"an":[122],"easy-to-use":[123],"Python":[124],"toolkit":[125,139],"built":[126],"on":[127,145],"improves":[131],"accessibility":[133],"researchers.":[135],"We":[136,158],"introduce":[137],"interface":[140],"report":[142],"evaluation":[143],"popular":[146],"datasets":[148],"demonstrate":[150],"efficiency":[154],"our":[156],"toolkit.":[157],"made":[160],"PyA0":[161],"source":[162],"code":[163],"publicly":[164],"at":[166],"https://github.com/approach0/pya0,":[167],"which":[168],"includes":[169],"link":[171],"notebook":[174],"demo.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}