{"id":"https://openalex.org/W4256139894","doi":"https://doi.org/10.1504/ijamc.2016.10001904","title":"Research about recommending books based on hierarchical analysis method and BP neural network","display_name":"Research about recommending books based on hierarchical analysis method and BP neural network","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4256139894","doi":"https://doi.org/10.1504/ijamc.2016.10001904"},"language":"en","primary_location":{"id":"doi:10.1504/ijamc.2016.10001904","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijamc.2016.10001904","pdf_url":null,"source":{"id":"https://openalex.org/S94275419","display_name":"International Journal of Advanced Media and Communication","issn_l":"1462-4613","issn":["1462-4613","1741-8003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Media and Communication","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/A5014176286","display_name":"Yong Li Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Li Zhang","raw_affiliation_strings":["Qinggong College, North China University of Science and Technology, Tang Shan, 063000, China"],"affiliations":[{"raw_affiliation_string":"Qinggong College, North China University of Science and Technology, Tang Shan, 063000, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032937513","display_name":"Jia Fu","orcid":"https://orcid.org/0000-0002-6225-7798"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Hui Fu","raw_affiliation_strings":["Qinggong College, North China University of Science and Technology, Tang Shan, 063000, China"],"affiliations":[{"raw_affiliation_string":"Qinggong College, North China University of Science and Technology, Tang Shan, 063000, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082029796","display_name":"Yan Zhu","orcid":"https://orcid.org/0000-0002-5592-8258"},"institutions":[{"id":"https://openalex.org/I4210119101","display_name":"Tangshan Normal University","ror":"https://ror.org/02jdm8069","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119101"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wei Zhu","raw_affiliation_strings":["Department of Mathematics and Information Science, Tang Shan Normal University, Tang Shan, 063000, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Information Science, Tang Shan Normal University, Tang Shan, 063000, China","institution_ids":["https://openalex.org/I4210119101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014176286"],"corresponding_institution_ids":["https://openalex.org/I137506752"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12551061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"2/3/4","first_page":"187","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.8616999983787537,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.8616999983787537,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.8288999795913696,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14270","display_name":"Simulation and Modeling Applications","score":0.7491000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8725398778915405},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6584947109222412},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.6016587018966675},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5885124802589417},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.557693600654602},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4565427601337433},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4281115233898163},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.4206158518791199},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39400625228881836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33972132205963135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3044591546058655},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.10982197523117065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8725398778915405},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6584947109222412},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.6016587018966675},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5885124802589417},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.557693600654602},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4565427601337433},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4281115233898163},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.4206158518791199},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39400625228881836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33972132205963135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3044591546058655},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.10982197523117065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijamc.2016.10001904","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijamc.2016.10001904","pdf_url":null,"source":{"id":"https://openalex.org/S94275419","display_name":"International Journal of Advanced Media and Communication","issn_l":"1462-4613","issn":["1462-4613","1741-8003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Media and Communication","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2605508318","https://openalex.org/W2385683470","https://openalex.org/W3134416257","https://openalex.org/W2322155822","https://openalex.org/W1745582813","https://openalex.org/W1721599012","https://openalex.org/W1722187355","https://openalex.org/W2538733880"],"abstract_inverted_index":{"At":[0],"present,":[1],"with":[2],"the":[3,6,10,14,26,37,46,49,55,89,94,102,105,115,121,131,142],"development":[4],"of":[5,16,19,30,36,48,72,75,91,104,108,145],"information":[7,20,29],"technologies":[8],"and":[9,53,97,124],"internet,":[11],"evaluation":[12],"and,":[13],"recommendation":[15],"all":[17],"kinds":[18,144],"are":[21],"increasingly":[22],"concerned.":[23],"According":[24],"to":[25,42,114,129],"user":[27,40,44,56],"behaviour":[28],"a":[31,110],"famous":[32],"online":[33],"bookstore,":[34],"analysis":[35,82],"factors":[38],"affecting":[39],"ratings":[41],"establish":[43],"on":[45,93],"books":[47,69],"scoring":[50],"system":[51],"model,":[52],"then":[54],"recommended":[57],"books.":[58],"The":[59,65],"original":[60],"data":[61,76],"is":[62],"filtered":[63],"first.":[64],"label,":[66],"social":[67],"friends,":[68,101],"browsing":[70],"amount":[71],"three":[73],"groups":[74],"were":[77],"analysed":[78],"by":[79,140],"bivariate":[80],"correlation":[81],"respectively,":[83],"so":[84],"that":[85],"we":[86,134],"can":[87,135],"get":[88],"number":[90,107],"users":[92],"books,":[95],"scores":[96],"label":[98],"users'":[99],"good":[100],"history":[103],"book":[106],"pageviews":[109],"positive":[111],"correlation.":[112],"As":[113],"second":[116],"question,":[117],"this":[118],"paper":[119],"established":[120],"AHP":[122],"model":[123,128],"BP":[125],"neural":[126],"network":[127],"predict":[130],"score.":[132],"So":[133],"obtain":[136],"more":[137],"accurate":[138],"results":[139],"comparing":[141],"two":[143],"model.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
