CN108369674B - 使用目标聚类方法对具有混合属性类型的客户进行细分的系统和方法 - Google Patents

使用目标聚类方法对具有混合属性类型的客户进行细分的系统和方法 Download PDF

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CN108369674B
CN108369674B CN201680069856.1A CN201680069856A CN108369674B CN 108369674 B CN108369674 B CN 108369674B CN 201680069856 A CN201680069856 A CN 201680069856A CN 108369674 B CN108369674 B CN 108369674B
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CN108369674A (zh
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M·H·哈简
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Oracle International Corp
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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
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0203—Market surveys; Market polls
    • 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
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    • 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
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    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • 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
    • G06Q30/0204—Market segmentation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/07—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail characterised by the inclusion of specific contents
    • H04L51/08—Annexed information, e.g. attachments
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/02—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages

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  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN201680069856.1A 2015-12-09 2016-12-06 使用目标聚类方法对具有混合属性类型的客户进行细分的系统和方法 Active CN108369674B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/963,858 2015-12-09
US14/963,858 US20170169447A1 (en) 2015-12-09 2015-12-09 System and method for segmenting customers with mixed attribute types using a targeted clustering approach
PCT/US2016/065064 WO2017100155A1 (en) 2015-12-09 2016-12-06 System and method for segmenting customers with mixed attribute types using a targeted clustering approach

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CN108369674A CN108369674A (zh) 2018-08-03
CN108369674B true CN108369674B (zh) 2022-02-11

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US (1) US20170169447A1 (https=)
JP (1) JP6810745B2 (https=)
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CN109615162A (zh) * 2018-10-23 2019-04-12 深圳壹账通智能科技有限公司 用户分组处理方法及装置、电子设备以及存储介质
US11868957B1 (en) * 2019-04-17 2024-01-09 Blue Yonder Group, Inc. System and method of anomaly detection using machine learning and a local outlier factor
US11107097B2 (en) 2019-08-29 2021-08-31 Honda Motor Co., Ltd. System and method for completing trend mapping using similarity scoring
CN110852392A (zh) * 2019-11-13 2020-02-28 中国建设银行股份有限公司 一种用户分群方法、装置、设备和介质
CN111339294B (zh) * 2020-02-11 2023-07-25 普信恒业科技发展（北京）有限公司 客户数据分类方法、装置及电子设备
US11875370B2 (en) 2020-12-18 2024-01-16 Replenium Inc. Automated replenishment shopping harmonization
CN114064494A (zh) * 2021-11-19 2022-02-18 北京每日菜场科技有限公司 数据异常报警方法、装置、电子设备和计算机可读介质
US12596726B2 (en) 2023-09-29 2026-04-07 Kinaxis Inc. Method and system for efficient segmentation for forecasting

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CN101256646A (zh) * 2008-03-20 2008-09-03 上海交通大学 轿车客户需求信息聚类分析系统
JP2015146126A (ja) * 2014-02-03 2015-08-13 富士通株式会社 顧客分析プログラム、顧客分析方法、及び顧客分析装置

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US20090132347A1 (en) * 2003-08-12 2009-05-21 Russell Wayne Anderson Systems And Methods For Aggregating And Utilizing Retail Transaction Records At The Customer Level
EP1811446A1 (en) * 2005-12-30 2007-07-25 Accenture Global Services GmbH Statistical modeling methods for determining customer distribution by churn probability within a customer population
US20120066065A1 (en) * 2010-09-14 2012-03-15 Visa International Service Association Systems and Methods to Segment Customers
US20140067472A1 (en) * 2012-08-29 2014-03-06 State Farm Mutual Automobile Insurance Company System and Method For Segmenting A Customer Base
US20140180809A1 (en) * 2012-12-22 2014-06-26 Coupons.Com Incorporated Management of electronic offers by an offer distributor
US10366420B2 (en) * 2013-11-19 2019-07-30 Transform Sr Brands Llc Heuristic customer clustering
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JP2004213153A (ja) * 2002-12-27 2004-07-29 Ns Solutions Corp 情報表示装置、情報表示方法、その記録媒体およびプログラム
CN101256646A (zh) * 2008-03-20 2008-09-03 上海交通大学 轿车客户需求信息聚类分析系统
JP2015146126A (ja) * 2014-02-03 2015-08-13 富士通株式会社 顧客分析プログラム、顧客分析方法、及び顧客分析装置

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JP2018536947A (ja) 2018-12-13
JP6810745B2 (ja) 2021-01-06
CN108369674A (zh) 2018-08-03
WO2017100155A1 (en) 2017-06-15
US20170169447A1 (en) 2017-06-15

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