Operator package recommendation method and device, and storage medium
The invention discloses an operator package recommendation method and device and a storage medium. Comprising the following steps: acquiring operator package ordering state information of a target user; a target clustering algorithm is adopted to cluster the order state information of the service pr...
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| creator | YANG YAJIE JIA JIELUN XUE XIAOGANG ZHANG WEI HE TONGCHUAN |
| description | The invention discloses an operator package recommendation method and device and a storage medium. Comprising the following steps: acquiring operator package ordering state information of a target user; a target clustering algorithm is adopted to cluster the order state information of the service provider package, a constraint factor set used for reflecting the service provider package selected by a target user is established, the target clustering algorithm is obtained by combining a PCA algorithm and a K-means clustering algorithm, and the type of the service provider package comprises at least one of the following types: a basic package and a superposition package; and based on the constraint factor set, adopting a constraint matrix decomposition algorithm to determine recommendation scores of the plurality of operator plan packages, and determining an optimal operator plan package recommended to the target user according to the recommendation scores. According to the method and the device, the technical p |
| format | Patent |
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Comprising the following steps: acquiring operator package ordering state information of a target user; a target clustering algorithm is adopted to cluster the order state information of the service provider package, a constraint factor set used for reflecting the service provider package selected by a target user is established, the target clustering algorithm is obtained by combining a PCA algorithm and a K-means clustering algorithm, and the type of the service provider package comprises at least one of the following types: a basic package and a superposition package; and based on the constraint factor set, adopting a constraint matrix decomposition algorithm to determine recommendation scores of the plurality of operator plan packages, and determining an optimal operator plan package recommended to the target user according to the recommendation scores. According to the method and the device, the technical p</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>2024</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=20240531&DB=EPODOC&CC=CN&NR=118115235A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240531&DB=EPODOC&CC=CN&NR=118115235A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>YANG YAJIE</creatorcontrib><creatorcontrib>JIA JIELUN</creatorcontrib><creatorcontrib>XUE XIAOGANG</creatorcontrib><creatorcontrib>ZHANG WEI</creatorcontrib><creatorcontrib>HE TONGCHUAN</creatorcontrib><title>Operator package recommendation method and device, and storage medium</title><description>The invention discloses an operator package recommendation method and device and a storage medium. Comprising the following steps: acquiring operator package ordering state information of a target user; a target clustering algorithm is adopted to cluster the order state information of the service provider package, a constraint factor set used for reflecting the service provider package selected by a target user is established, the target clustering algorithm is obtained by combining a PCA algorithm and a K-means clustering algorithm, and the type of the service provider package comprises at least one of the following types: a basic package and a superposition package; and based on the constraint factor set, adopting a constraint matrix decomposition algorithm to determine recommendation scores of the plurality of operator plan packages, and determining an optimal operator plan package recommended to the target user according to the recommendation scores. 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Comprising the following steps: acquiring operator package ordering state information of a target user; a target clustering algorithm is adopted to cluster the order state information of the service provider package, a constraint factor set used for reflecting the service provider package selected by a target user is established, the target clustering algorithm is obtained by combining a PCA algorithm and a K-means clustering algorithm, and the type of the service provider package comprises at least one of the following types: a basic package and a superposition package; and based on the constraint factor set, adopting a constraint matrix decomposition algorithm to determine recommendation scores of the plurality of operator plan packages, and determining an optimal operator plan package recommended to the target user according to the recommendation scores. According to the method and the device, the technical p</abstract><oa>free_for_read</oa></addata></record> |
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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 | Operator package recommendation method and device, and storage medium |
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