Bank product recommendation method and device based on spark platform
The invention discloses a bank product recommendation method and device based on a spark platform. The method comprises the steps of obtaining product information of a to-be-recommended bank product;performing feature engineering processing on the product information of the to-be-recommended bank pr...
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| creator | ZHANG YAZE |
| description | The invention discloses a bank product recommendation method and device based on a spark platform. The method comprises the steps of obtaining product information of a to-be-recommended bank product;performing feature engineering processing on the product information of the to-be-recommended bank product to generate a product portrait of the to-be-recommended bank product; and according to the product portrait of the to-be-recommended bank product, determining user portraits corresponding to the product portraits according to the product portraits and a pre-established association model, theassociation model being pre-established according to historical product portraits and historical user portraits, the historical product portraits being generated according to historical product information, and the historical user portraits being generated according to historical user information; and extracting a target user list from a database according to the user portrait. According to the invention, bank products can |
| format | Patent |
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The method comprises the steps of obtaining product information of a to-be-recommended bank product;performing feature engineering processing on the product information of the to-be-recommended bank product to generate a product portrait of the to-be-recommended bank product; and according to the product portrait of the to-be-recommended bank product, determining user portraits corresponding to the product portraits according to the product portraits and a pre-established association model, theassociation model being pre-established according to historical product portraits and historical user portraits, the historical product portraits being generated according to historical product information, and the historical user portraits being generated according to historical user information; and extracting a target user list from a database according to the user portrait. According to the invention, bank products can</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; ELECTRIC DIGITAL DATA PROCESSING ; PHYSICS ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><creationdate>2020</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20201120&DB=EPODOC&CC=CN&NR=111967970A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76289</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20201120&DB=EPODOC&CC=CN&NR=111967970A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHANG YAZE</creatorcontrib><title>Bank product recommendation method and device based on spark platform</title><description>The invention discloses a bank product recommendation method and device based on a spark platform. 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According to the invention, bank products can</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>PHYSICS</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2020</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZHB1SszLVigoyk8pTS5RKEpNzs_NTc1LSSzJzM9TyE0tychPUUjMS1FISS3LTE5VSEosTk1RAEoVFyQWAfXlJJak5Rfl8jCwpiXmFKfyQmluBkU31xBnD93Ugvz4VKDa5NS81JJ4Zz9DQ0NLM3NLcwNHY2LUAADwTTM2</recordid><startdate>20201120</startdate><enddate>20201120</enddate><creator>ZHANG YAZE</creator><scope>EVB</scope></search><sort><creationdate>20201120</creationdate><title>Bank product recommendation method and device based on spark platform</title><author>ZHANG YAZE</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN111967970A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2020</creationdate><topic>CALCULATING</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>PHYSICS</topic><topic>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</topic><toplevel>online_resources</toplevel><creatorcontrib>ZHANG YAZE</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>ZHANG YAZE</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Bank product recommendation method and device based on spark platform</title><date>2020-11-20</date><risdate>2020</risdate><abstract>The invention discloses a bank product recommendation method and device based on a spark platform. The method comprises the steps of obtaining product information of a to-be-recommended bank product;performing feature engineering processing on the product information of the to-be-recommended bank product to generate a product portrait of the to-be-recommended bank product; and according to the product portrait of the to-be-recommended bank product, determining user portraits corresponding to the product portraits according to the product portraits and a pre-established association model, theassociation model being pre-established according to historical product portraits and historical user portraits, the historical product portraits being generated according to historical product information, and the historical user portraits being generated according to historical user information; and extracting a target user list from a database according to the user portrait. According to the invention, bank products can</abstract><oa>free_for_read</oa></addata></record> |
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| language | chi ; eng |
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| subjects | CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Bank product recommendation method and device based on spark platform |
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