{"id":"https://openalex.org/W4367626638","doi":"https://doi.org/10.48175/ijarsct-9661","title":"Math Word Problem Solver using Machine Learning","display_name":"Math Word Problem Solver using Machine Learning","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367626638","doi":"https://doi.org/10.48175/ijarsct-9661"},"language":"en","primary_location":{"id":"doi:10.48175/ijarsct-9661","doi":"https://doi.org/10.48175/ijarsct-9661","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-9661","pdf_url":"https://doi.org/10.48175/ijarsct-9661","source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.48175/ijarsct-9661","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069014275","display_name":"Bhuvanesh Patil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhuvanesh Patil","raw_affiliation_strings":["Sinhgad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinhgad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069050491","display_name":"Gauri Mahore","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gauri Mahore","raw_affiliation_strings":["Sinhgad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinhgad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462936","display_name":"Ankit Kumar","orcid":"https://orcid.org/0000-0001-9587-2861","observed_orcids":["https://orcid.org/0000-0001-9587-2861"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankit Kumar","raw_affiliation_strings":["Sinhgad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinhgad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060881245","display_name":"Saurabh Varule","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saurabh Varule","raw_affiliation_strings":["Sinhgad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinhgad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024932874","display_name":"Prof. Laxman Pawar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prof. Laxman Pawar","raw_affiliation_strings":["Sinhgad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sinhgad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.5814999938011169,"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/T10028","display_name":"Topic Modeling","score":0.5814999938011169,"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.2621999979019165,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.05660000070929527,"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/mathematical-word-problem-solving","display_name":"mathematical word problem solving","score":0.9789999723434448},{"id":"https://openalex.org/keywords/automatic-problem-solving","display_name":"automated problem solving","score":0.7049999833106995},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.9570000171661377},{"id":"https://openalex.org/keywords/similarity-search","display_name":"similarity search","score":0.9110000133514404}],"concepts":[{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.7686394453048706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7172933220863342},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.691258430480957},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.674344539642334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6651996374130249},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6218746304512024},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.6148008108139038},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5502030849456787},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5090989470481873},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.507625937461853},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4965069890022278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4880918264389038},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4192194938659668},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17930692434310913},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07763606309890747},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48175/ijarsct-9661","doi":"https://doi.org/10.48175/ijarsct-9661","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-9661","pdf_url":"https://doi.org/10.48175/ijarsct-9661","source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.48175/ijarsct-9661","doi":"https://doi.org/10.48175/ijarsct-9661","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-9661","pdf_url":"https://doi.org/10.48175/ijarsct-9661","source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.4156000018119812,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367626638.pdf","grobid_xml":"https://content.openalex.org/works/W4367626638.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2962927633","https://openalex.org/W4289523162"],"related_works":["https://openalex.org/W2757276219","https://openalex.org/W4286542961","https://openalex.org/W4206904890","https://openalex.org/W4398220115","https://openalex.org/W2905122540","https://openalex.org/W4312609767","https://openalex.org/W4393155827","https://openalex.org/W4388660481","https://openalex.org/W2788411903","https://openalex.org/W4413796568"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,30,43,52,64],"deep":[4],"neural":[5,32],"solver":[6],"to":[7,15,26,56],"automatically":[8],"solve":[9],"math":[10,23,84],"word":[11,24,85],"problems.":[12],"In":[13],"contrast":[14],"previous":[16],"statistical":[17,80],"learning":[18,81],"approaches,":[19],"we":[20],"directly":[21],"translate":[22],"problems":[25],"equation":[27],"templates":[28],"using":[29],"recurrent":[31],"network":[33],"(RNN)":[34],"model,":[35],"without":[36],"sophisticated":[37],"feature":[38],"engineering.":[39],"We":[40],"further":[41],"design":[42],"hybrid":[44,74],"model":[45,50,55,71,75],"that":[46,68],"combines":[47],"the":[48,69,73],"RNN":[49,70],"and":[51,72],"similarity-based":[53],"retrieval":[54],"achieve":[57],"additional":[58],"performance":[59],"improvement.":[60],"Experiments":[61],"conducted":[62],"on":[63],"large":[65],"dataset":[66],"show":[67],"significantly":[76],"outperform":[77],"state":[78],"of-the-art":[79],"methods":[82],"for":[83],"problem":[86],"solving.":[87]},"counts_by_year":[],"updated_date":"2026-09-06T09:10:53.072986","created_date":"2023-05-02T00:00:00"}