JP6333273B2 - 加入者チャーン予測を生成するためのシステムおよび方法 - Google Patents

加入者チャーン予測を生成するためのシステムおよび方法 Download PDF

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JP6333273B2
JP6333273B2 JP2015540712A JP2015540712A JP6333273B2 JP 6333273 B2 JP6333273 B2 JP 6333273B2 JP 2015540712 A JP2015540712 A JP 2015540712A JP 2015540712 A JP2015540712 A JP 2015540712A JP 6333273 B2 JP6333273 B2 JP 6333273B2
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churn
subscriber
social
subscribers
strength
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JP2016507794A (ja
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パドケ，チトラ，エー．
ウズナリオグル，フセイン
メンディラッタ，ヴィーナ，ビー．
クシュニル，ダン
ドラン，デレク
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アルカテル−ルーセント
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0202—Market predictions or forecasting for commercial activities
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/30—Profiles
    • H04L67/306—User profiles
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M15/00—Arrangements for metering, time-control or time indication ; Metering, charging or billing arrangements for voice wireline or wireless communications, e.g. VoIP
    • H04M15/44—Augmented, consolidated or itemized billing statement or bill presentation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M15/00—Arrangements for metering, time-control or time indication ; Metering, charging or billing arrangements for voice wireline or wireless communications, e.g. VoIP
    • H04M15/58—Arrangements for metering, time-control or time indication ; Metering, charging or billing arrangements for voice wireline or wireless communications, e.g. VoIP based on statistics of usage or network monitoring
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/20—Services signaling; Auxiliary data signalling, i.e. transmitting data via a non-traffic channel
    • H04W4/21—Services signaling; Auxiliary data signalling, i.e. transmitting data via a non-traffic channel for social networking applications

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • Finance (AREA)
  • Development Economics (AREA)
  • Accounting & Taxation (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Primary Health Care (AREA)
  • Tourism & Hospitality (AREA)
  • Probability & Statistics with Applications (AREA)
  • Data Mining & Analysis (AREA)
  • Telephonic Communication Services (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Meter Arrangements (AREA)
JP2015540712A 2012-10-30 2013-10-24 加入者チャーン予測を生成するためのシステムおよび方法 Expired - Fee Related JP6333273B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/663,852 US8804929B2 (en) 2012-10-30 2012-10-30 System and method for generating subscriber churn predictions
US13/663,852 2012-10-30
PCT/US2013/066567 WO2014070573A2 (en) 2012-10-30 2013-10-24 System and method for generating subscriber churn predictions

Related Child Applications (1)

Application Number Title Priority Date Filing Date
JP2017093719A Division JP2017199377A (ja) 2012-10-30 2017-05-10 加入者チャーン予測を生成するためのシステムおよび方法

Publications (2)

Publication Number Publication Date
JP2016507794A JP2016507794A (ja) 2016-03-10
JP6333273B2 true JP6333273B2 (ja) 2018-05-30

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JP2015540712A Expired - Fee Related JP6333273B2 (ja) 2012-10-30 2013-10-24 加入者チャーン予測を生成するためのシステムおよび方法
JP2017093719A Pending JP2017199377A (ja) 2012-10-30 2017-05-10 加入者チャーン予測を生成するためのシステムおよび方法

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JP2017093719A Pending JP2017199377A (ja) 2012-10-30 2017-05-10 加入者チャーン予測を生成するためのシステムおよび方法

Country Status (7)

Country Link
US (1) US8804929B2 (cg-RX-API-DMAC7.html)
EP (1) EP2915081A4 (cg-RX-API-DMAC7.html)
JP (2) JP6333273B2 (cg-RX-API-DMAC7.html)
KR (1) KR20150065837A (cg-RX-API-DMAC7.html)
CN (1) CN104813353A (cg-RX-API-DMAC7.html)
IN (1) IN2015DN03321A (cg-RX-API-DMAC7.html)
WO (1) WO2014070573A2 (cg-RX-API-DMAC7.html)

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US9189737B2 (en) * 2013-03-28 2015-11-17 Linkedin Corporation Determining a churn probability for a subscriber of a social network service
CN105099731B (zh) * 2014-04-23 2019-05-03 腾讯科技（深圳）有限公司 挖掘导致网络应用的用户流失的流失因子的方法及系统
WO2016017086A1 (ja) * 2014-07-31 2016-02-04 日本電気株式会社 行動特性予測システム、行動特性予測器、方法およびプログラム
EP3021268A1 (en) 2014-11-11 2016-05-18 Vodafone IP Licensing Limited Estimation of subscriber churn behaviour in telecommunication networks
US20160253688A1 (en) * 2015-02-24 2016-09-01 Aaron David NIELSEN System and method of analyzing social media to predict the churn propensity of an individual or community of customers
US10762517B2 (en) * 2015-07-01 2020-09-01 Ebay Inc. Subscription churn prediction
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CN107784511A (zh) * 2016-08-24 2018-03-09 中国移动通信集团湖南有限公司 一种用户流失预测方法及装置
US10395261B2 (en) * 2017-01-31 2019-08-27 T-Mobile Usa, Inc. Identifying and scoring key influencers in a network
CN107358308B (zh) * 2017-05-16 2021-06-18 广州杰赛科技股份有限公司 实现社会网络影响力最大化的方法和装置
CN110020133B (zh) * 2017-11-07 2023-04-07 腾讯科技（深圳）有限公司 内容推荐处理方法和装置、计算机设备和存储介质
CN107749009B (zh) * 2017-11-09 2020-12-01 东软集团股份有限公司 一种人员流失的预测方法及装置
CN109840790B (zh) * 2017-11-28 2023-04-28 腾讯科技（深圳）有限公司 用户流失的预测方法、装置及计算机设备
CN108121795B (zh) * 2017-12-20 2021-07-09 北京奇虎科技有限公司 用户行为预测方法及装置
CN108377204B (zh) * 2018-02-13 2020-03-24 中国联合网络通信集团有限公司 一种用户离网的预测方法及装置
KR102129962B1 (ko) * 2018-05-18 2020-07-03 성균관대학교산학협력단 딥 러닝과 부스티드 디시즌 트리를 활용한 고객이탈 예측장치 및 이를 이용한 고객이탈 예측방법
US11538049B2 (en) * 2018-06-04 2022-12-27 Zuora, Inc. Systems and methods for predicting churn in a multi-tenant system
US11074598B1 (en) * 2018-07-31 2021-07-27 Cox Communications, Inc. User interface integrating client insights and forecasting
US11240125B2 (en) * 2018-10-10 2022-02-01 Sandvine Corporation System and method for predicting and reducing subscriber churn
WO2020136512A1 (en) * 2018-12-27 2020-07-02 Telefonaktiebolaget Lm Ericsson (Publ) Prioritizing users based on revenue during congestion
US20200211035A1 (en) * 2018-12-31 2020-07-02 Microsoft Technology Licensing, Llc Learning system for curing user engagement
CN109740685B (zh) * 2019-01-08 2020-10-27 武汉斗鱼鱼乐网络科技有限公司 用户流失的特征分析方法、预测方法、装置、设备及介质
CN109784578B (zh) * 2019-01-24 2021-02-02 中国科学院软件研究所 一种结合业务规则的在线学习停滞预测系统
CN111178973A (zh) * 2019-12-31 2020-05-19 北京每日优鲜电子商务有限公司 流失用户标识识别方法、装置、计算机设备及存储介质
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CN113450153B (zh) * 2021-07-02 2024-08-20 京东科技控股股份有限公司 数据处理方法及装置
CN114329339B (zh) * 2021-12-02 2024-07-12 泰康保险集团股份有限公司 用户流失预警方法、装置、电子设备和存储介质
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Publication number Publication date
WO2014070573A3 (en) 2014-10-09
CN104813353A (zh) 2015-07-29
JP2017199377A (ja) 2017-11-02
KR20150065837A (ko) 2015-06-15
US20140119522A1 (en) 2014-05-01
WO2014070573A2 (en) 2014-05-08
US8804929B2 (en) 2014-08-12
JP2016507794A (ja) 2016-03-10
EP2915081A4 (en) 2016-08-10
IN2015DN03321A (cg-RX-API-DMAC7.html) 2015-10-09
EP2915081A2 (en) 2015-09-09

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