Gigabit potential customer prediction method and device, computer equipment and storage medium
The invention discloses a gigabit potential customer prediction method and device, computer equipment and a storage medium, and relates to the field of operator customer intelligent marketing application, and the technical scheme is that the gigabit potential customer prediction method is characteri...
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| creator | ZHANG JINGJING ZHOU YU WANG XIAOTIAN WANG SHUAIBING GOU YUCHEN |
| description | The invention discloses a gigabit potential customer prediction method and device, computer equipment and a storage medium, and relates to the field of operator customer intelligent marketing application, and the technical scheme is that the gigabit potential customer prediction method is characterized by comprising the following steps: obtaining communication data of all customers in an operator; according to business logic, screening significant indexes with relatively high correlation to obtain a plurality of sample data sets; performing data cleaning and normalization processing on the communication data; constructing a convolutional neural network model, and training data through the model to obtain a trained convolutional neural network model; the beneficial effects of the invention are that a deep learning algorithm in artificial intelligence is introduced for the field of gigabit upgrading, data processing and standardization, feature extraction of a one-dimensional convolutional neural network, class |
| format | Patent |
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according to business logic, screening significant indexes with relatively high correlation to obtain a plurality of sample data sets; performing data cleaning and normalization processing on the communication data; constructing a convolutional neural network model, and training data through the model to obtain a trained convolutional neural network model; the beneficial effects of the invention are that a deep learning algorithm in artificial intelligence is introduced for the field of gigabit upgrading, data processing and standardization, feature extraction of a one-dimensional convolutional neural network, class</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; PHYSICS ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><creationdate>2023</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=20230711&DB=EPODOC&CC=CN&NR=116415989A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20230711&DB=EPODOC&CC=CN&NR=116415989A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHANG JINGJING</creatorcontrib><creatorcontrib>ZHOU YU</creatorcontrib><creatorcontrib>WANG XIAOTIAN</creatorcontrib><creatorcontrib>WANG SHUAIBING</creatorcontrib><creatorcontrib>GOU YUCHEN</creatorcontrib><title>Gigabit potential customer prediction method and device, computer equipment and storage medium</title><description>The invention discloses a gigabit potential customer prediction method and device, computer equipment and a storage medium, and relates to the field of operator customer intelligent marketing application, and the technical scheme is that the gigabit potential customer prediction method is characterized by comprising the following steps: obtaining communication data of all customers in an operator; 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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Gigabit potential customer prediction method and device, computer equipment and storage medium |
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