{"id":"https://openalex.org/W4390693376","doi":"https://doi.org/10.1109/icecs58634.2023.10382771","title":"Chatbot as a Virtual Assistant to Retrieve Information from Datasheets Using Memory Controllers Domain Knowledge","display_name":"Chatbot as a Virtual Assistant to Retrieve Information from Datasheets Using Memory Controllers Domain Knowledge","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4390693376","doi":"https://doi.org/10.1109/icecs58634.2023.10382771"},"language":"en","primary_location":{"id":"doi:10.1109/icecs58634.2023.10382771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5102602551","display_name":"Haidy Samir ElSayed","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Haidy Samir ElSayed","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104226352","display_name":"Minna Tuallah Hussien","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Minna Tuallah Hussien","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111108690","display_name":"Esraa Mohsen Salah","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Esraa Mohsen Salah","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101289837","display_name":"Anss Khaled Farouk","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Anss Khaled Farouk","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108892480","display_name":"Abdelrahman Tarek Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abdelrahman Tarek Ahmed","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093670783","display_name":"Mona Mahmoud Abd El-Hafez","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mona Mahmoud Abd El-Hafez","raw_affiliation_strings":["Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Faculty of engineering,Department of electronics and communications,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Department of electronics and communications, Faculty of engineering, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028133110","display_name":"Khaled Salah","orcid":"https://orcid.org/0000-0002-2310-2558"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khaled Salah","raw_affiliation_strings":["Siemens Digital Industries Software,Fremont,USA","Siemens Digital Industries Software, Fremont, USA"],"affiliations":[{"raw_affiliation_string":"Siemens Digital Industries Software,Fremont,USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Siemens Digital Industries Software, Fremont, USA","institution_ids":["https://openalex.org/I4210137693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102602551"],"corresponding_institution_ids":["https://openalex.org/I107720978"],"apc_list":null,"apc_paid":null,"fwci":0.7108,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77425762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9961000084877014,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9961000084877014,"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/T10028","display_name":"Topic Modeling","score":0.9919999837875366,"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/T12128","display_name":"AI in Service Interactions","score":0.9876999855041504,"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/chatbot","display_name":"Chatbot","score":0.9865970015525818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8298728466033936},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6384327411651611},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.5683463215827942},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.549701988697052},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46975043416023254},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4397045969963074},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43641844391822815},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08329266309738159}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.9865970015525818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298728466033936},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6384327411651611},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5683463215827942},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.549701988697052},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46975043416023254},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4397045969963074},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43641844391822815},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08329266309738159},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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:10.1109/icecs58634.2023.10382771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2115758952","https://openalex.org/W2170872814","https://openalex.org/W2183366530","https://openalex.org/W2904308181","https://openalex.org/W2908285010","https://openalex.org/W4213009331","https://openalex.org/W4248634394","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4387007686","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4293646425","https://openalex.org/W4379781060"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"an":[3],"end-To-end":[4],"approach":[5],"for":[6,65],"implementing":[7],"a":[8,29,121],"chatbot":[9,27,96,125,132,146],"system":[10,47],"that":[11],"helps":[12],"developers":[13],"to":[14,77,136],"find":[15],"the":[16,42,51,62,68,75,83,87,117,124,128,131,134,138,145],"information":[17],"they":[18],"need":[19],"from":[20],"protocol":[21,118,139],"specifications":[22],"(pdf":[23],"documents).":[24],"The":[25,45,94,113,141,150],"proposed":[26,46,95],"is":[28,48,91,147],"retrieval-based":[30],"model":[31,76,151],"which":[32],"uses":[33],"machine":[34],"learning":[35],"algorithms":[36],"in":[37,101,109],"predicting":[38],"answers":[39,108],"based":[40,49,92],"on":[41,50],"provided":[43],"training-set.":[44],"RASA":[52],"framework":[53],"and":[54,71,86,103,106],"cdQA":[55],"library":[56],"using":[57],"BERT":[58],"model.":[59],"We":[60],"discuss":[61],"pre-processing":[63],"phase":[64],"our":[66,89],"dataset,":[67],"implementation":[69],"phase,":[70],"how":[72],"we":[73],"fine-tune":[74],"have":[78],"better":[79],"performance":[80,152],"mentioning":[81],"all":[82],"used":[84],"tools":[85],"methodology":[88],"work":[90],"on.":[93],"can":[97,126],"get":[98],"users":[99],"questions":[100],"voice":[102],"text":[104],"forms":[105,111],"return":[107],"both":[110],"too.":[112],"user":[114,135],"should":[115],"provide":[116,137],"name":[119],"as":[120],"keyword,":[122],"so":[123],"retrieve":[127],"answer,":[129],"otherwise":[130],"asks":[133],"name.":[140],"response":[142],"time":[143],"of":[144],"very":[148],"reasonable.":[149],"was":[153],"enhanced":[154],"after":[155],"deploying":[156],"fine\u2013tuning.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
