TR2021015633A2 - USAGE-BASED PACKAGE CONTENT CREATION AND SUITABLE PACKAGE RECOMMENDATION SYSTEM - Google Patents
USAGE-BASED PACKAGE CONTENT CREATION AND SUITABLE PACKAGE RECOMMENDATION SYSTEMInfo
- Publication number
- TR2021015633A2 TR2021015633A2 TR2021/015633A TR2021015633A TR2021015633A2 TR 2021015633 A2 TR2021015633 A2 TR 2021015633A2 TR 2021/015633 A TR2021/015633 A TR 2021/015633A TR 2021015633 A TR2021015633 A TR 2021015633A TR 2021015633 A2 TR2021015633 A2 TR 2021015633A2
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- Turkey
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- package
- server
- subscriber
- subscribers
- usage
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- 230000003442 weekly effect Effects 0.000 claims description 4
- 238000003064 k means clustering Methods 0.000 claims description 3
- 238000000034 method Methods 0.000 claims description 2
- 238000010801 machine learning Methods 0.000 claims 1
- 238000010295 mobile communication Methods 0.000 description 4
- 238000004891 communication Methods 0.000 description 1
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- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Bu buluş, telekomünikasyon abonelerinin önceden belirlenmiş bir periyot bazında kısa mesaj, çağrı, veri kullanımı şeklindeki kullanımlarına göre paket içerikleri oluşturulmasını ve yeni oluşturulan paketlerin uygun abone kitlelerine önerilmesini mümkün kılan bir sistem (1) ile ilgilidir.The present invention relates to a system (1) that enables the creation of package contents according to the usage of telecommunication subscribers in the form of short message, call, data usage on a predetermined period basis, and offering the newly created packages to the appropriate subscriber groups.
Description
TARIFNAME KULLANIM BAZLI PAKET IÇERIGI OLUSTURMA VE UYGUN PAKET ÖNERME SISTEMI Teknik Alan Bu bulus, telekomünikasyon abonelerinin önceden belirlenmis bir periyot bazinda kisa mesaj, çagri, veri kullanimi seklindeki kullanimlarina göre paket içerikleri olusturulmasini ve yeni olusturulan paketlerin uygun abone kitlelerine önerilmesini mümkün kilan bir sistem ile ilgilidir. Önceki Teknik Günümüzde telekomünikasyon aboneleri seçtikleri paket içerigini kullanmakta ve bu paket dogrultusunda faturalandirilmaktadir. Ancak kimi aboneler seçtikleri paketlerin içeriklerini bitirememekte kimileri ise paket içeriginden fazlasini tüketerek ek ödeme yapmaktadir. Bu paketler çogunlukla taahhütlü olup paket degisim durumunda kullaniciya ek ücret yaratabilmektedir. DESCRIPTION CREATING USE-BASED PACKAGE CONTENT AND A SUITABLE PACKAGE PROPOSAL SYSTEM Technical Area This invention provides telecommunication subscribers on the basis of a predetermined period. Package contents according to their usage as text message, call, data usage and recommending the newly created packages to the appropriate subscriber groups. It's about a system that makes it possible. Prior Art Today, telecommunication subscribers use the package content they choose and billed according to this package. However, some subscribers choose Some of them cannot finish the contents of the packages, and some of them do not exceed the contents of the package. consumes an additional payment. These packages are mostly committed In case of change, it may create an additional fee for the user.
Mevcut teknikte bulunan çalismalar göz önünde bulunduruldugunda abone tarafindan kullanilmayan opsiyonlar özelinde fazla ücret ödeme durumunu ortadan kaldirarak aboneye ay bazli tarife seçenekleri kullanimlarina göre paket içerigi olusturulmasini saglayan bir sisteme ihtiyaç duyuldugu anlasilmaktadir. Considering the studies available in the current art, the subscriber Eliminates overpayment for options not used by by removing the package content according to the usage of monthly tariff options to the subscriber. It is understood that there is a need for a system that enables the creation of
Teknigin bilinen durumunda yer alan 2019/22251 sayili Türkiye patent dokümaninda elektronik cihazi üzerinden mobil iletisim hizmeti alan bir kullanicinin aylik ses, veri ve SMS kullanim bilgilerinin ve ödeme tipi bilgilerinin kayit altina alinmasini ve kayit altina alinan kullanim ve ödeme tipi bilgilerinin analiz edilmesi ile kullaniciya ön ödemeli veya sonradan ödemeli olan bir ödeme tipi ve paket ve/Veya tarife önerisinde bulunulmasini saglayan bir sistemden bahsedilmektedir. Bulus konusu sistemde yer alan sunucu veri alisverisi yaparak, elektronik cihaz kullanicisini mobil iletisim sebekesinden almis oldugu mobil iletisim hizmetine ait ses, veri ve SMS kullanim geçmis ödeme veya sonradan ödeme olan ödeme tipi bilgisini çekmek ve mobil iletisim hizmet bilgilerini ve ödeme tipi bilgilerini kayit altinda tutmakta ve kayit altinda tutulan mobil iletisim hizmeti kullanim bilgilerini kisinin geçmis ödeme bilgileri ile analiz ederek bir ödeme tipi ve tarife/paket önerisinde bulunmaktadir. Turkish patent numbered 2019/22251 in the state of the art In the document, a person who receives mobile communication service over his electronic device User's monthly voice, data and SMS usage information and payment type information. registration and the usage and payment type information recorded. a payment that is prepaid or postpaid to the user by analyzing type and from a system that allows to suggest packages and/or tariffs. is mentioned. By exchanging data from the server in the system that is the subject of the invention, the electronic device user receives from the mobile communication network. Voice, data and SMS usage of the communication service, past payment or post-payment withdrawing payment type information, which is a payment, and mobile communication service information and keeps the payment type information under record and the mobile communication by analyzing the service usage information with the person's past payment information, offers payment type and tariff/package.
Bulusun Kisa Açiklamasi Bu bulusun amaci kullanicinin kullanimlari dogrultusunda paket içerikleri olusturulmasini ve olusturulan paketlerin ilgili kullanicilara önerilmesini saglayan Bulusun Ayrintili Açiklamasi Bu bulusun amacina ulasmak için gerçeklestirilen “Kullanim Bazli Paket Içerigi Olusturma ve Uygun Paket Önerme Sistemi” ekli sekilde gösterilmis olup, bu sekil; Sekil-l; Bulus konusu sistemin sematik bir görünüsüdür. Brief Description of the Invention The purpose of this invention is to use the package contents in line with the user's use. It enables the creation of the packages and the suggestions of the created packages to the relevant users. Detailed Description of the Invention “Use-Based Package Contents” realized to achieve the purpose of this invention. Creation and Appropriate Package Suggestion System” is shown as an appendix. Figure-1; The subject of the invention is a schematic view of the system.
Sekillerde yer alan parçalar tek tek numaralandirilmis olup, bu numaralarin karsiliklari asagida verilmistir. 1. Sistem 2. Veri tabani 3. Sunucu Bulus konusu telekomünikasyon abonelerinin önceden belirlenmis bir periyot bazinda kisa mesaj, çagri, veri kullanimi seklindeki kullanimlarina göre paket içerikleri olusturulmasini ve yeni olusturulan paketlerin uygun abone kitlelerine önerilmesini saglayan bir sistem (1); - abonelerin telekomünikasyon hizmeti kullanimlarini belirli periyotlarla depolamak üzere yapilandirilan en az bir veri tabani (2), - veri tabaninda (2) depolanan kullanim bilgilerinden yola çikarak abone tarafindan tercih edilme olasiligi yüksek olan paket içerikleri olusturmak ve paket içeriklerini kullanicilara önermek üzere yapilandirilan en az bir sunucu (3) içermektedir. The parts in the figures are numbered one by one. the responses are given below. 1. System 2. Database 3. Server The telecommunication subscribers of the invention have a predetermined period. package based on their usage in the form of short message, call, data usage. content creation and distribution of newly created packages to appropriate subscriber groups. a system (1) that allows it to be recommended; - the subscribers' use of telecommunication services at certain periods at least one database (2) configured to store - subscriber based on usage information stored in the database (2) Creating package contents that are likely to be preferred by at least one configured to recommend package contents to users contains the server (3).
Bulus konusu sistemde (1) yer alan veri tabani (2) telekomünikasyon hizmeti abonelerinin aylik, haftalik seklinde belirli periyotlarla yaptiklari kullanimlara iliskin kisa mesaj, dakika, veri kullanimi bilgilerini depolamak üzere yapilandirilmaktadir. Veri tabani (2) abonelerin kullanim bilgilerini fatura numarasi bazli biçimde depolamak üzere yapilandirilmaktadir. Database (2) telecommunication service in the system (1) which is the subject of the invention monthly, weekly, monthly and weekly usages of its subscribers. to store text message, minute, data usage information about is being configured. Database (2) subscribers' usage information, billing number It is configured to store in a base format.
Bulus konusu sistemde (1) yer alan sunucu (3) veri tabanina (2) eriserek abone bazli kullanim bilgilerini almak üzere yapilandirilmaktadir. Sunucu (3) önceden belirlenmis veri analitik algoritmalari kullanarak tarife seçeneklerini bir araya getirip kullanici kitlelerine özgü paketler olusturmak üzere yapilandirilmaktadir. By accessing the server (3) database (2) in the system (1), which is the subject of the invention, It is configured to receive usage information. Server (3) previously aggregate tariff options using specified data analytical algorithms It is configured to bring and create packages specific to user groups.
Sunucu (3) olusturdugu paketlerin aboneler tarafindan tercih edilme olasiligina iliskin tahminler olusturarak yeni paketler olusturmak üzere yapilandirilmaktadir. It is possible to prefer the packages created by the server (3) by the subscribers. It is configured to create new packages by generating predictions about
Sunucu (3) bulusun tercih edilen uygulamasinda k-means kümeleme yöntemi (k- means clustering) kullanarak, kullanim bilgileri dogrultusunda abone kitleleri ile paket seçeneklerini eslestirmek üzere yapilandirilmaktadir. Sunucu (3) makine ögrenmesi algoritmalari kullanarak olusturulacak en uygun paket için kampanyali ve kampanyasiz ücret degerini hesaplamak üzere yapilandirilmaktadir. Sunucu (3) ilgili paket için abonenin 6 veya 12 aylik seklinde taahhüt yapmayi kabul etmesi durumunda ilgili aboneyi ilgili taahhüt çerçevesinde faturalandirmak üzere yapilandirilmaktadir. Sunucu (3) abonenin önerilen paketi kabul etmesi durumunda en fazla kullanim yaptigi tarife içerigini (ses, veri, kisa mesaj) içeren ek paket hediyeleri saglamak üzere yapilandirilmaktadir. Sunucu (3) önerilen paketi kullanan abonelerden fatura dönemi boyunca çesitli sebeplerle faturasi hakkinda sikayet bildiriminde bulunan aboneler için önerilen paket içeriklerini yeniden düzenlemek üzere yapilandirilmaktadir. Sunucu (3) abonenin önerilen paketi seçmesi durumunda eger asim yaparsa asim yapilan tutari abonenin faturasina yansitmayacak sekilde yapilandirilmaktadir. Presenter (3) is the preferred application of the invention using the k-means clustering method (k- means clustering) with subscriber audiences in accordance with usage information. configured to match package options. Server (3) machine Campaign for the most suitable package to be created using learning algorithms and it is configured to calculate the price value without the campaign. Server (3) For the relevant package, the subscriber agrees to make a commitment of 6 or 12 months. to bill the relevant subscriber within the framework of the relevant commitment. is being configured. Server (3) if the subscriber accepts the proposed package Additional package containing the most frequently used tariff content (voice, data, text message) It is structured to provide gifts. Server (3) recommended package about their invoices for various reasons during the billing period. Reuse the package contents recommended for subscribers who have made a complaint. configured to edit. Server (3) subscriber's recommended package If he/she chooses, if he/she makes an overpayment, the amount of overdraft will be transferred to the subscriber's invoice. It is structured in a way that does not reflect.
Bulusun Sanayiye Uygulanmasi Bulus konusu sistemde (l) öncelikle veri tabaninda (2) abonelerin kullanim bilgileri depolanmaktadir. Sunucu (3) birliktelik algoritmasi kullanarak hangi tarife opsiyonlarinin bir araya getirilip paket olusturulursa bu paketin aboneler tarafindan tercih edilme olasiliginin fazla olacagi ile ilgili tahminleme yapilarak yeni paket içerikleri olusturmaktadir. Application of the Invention to Industry In the system that is the subject of the invention, firstly, the usage information of the subscribers in the database (2) is stored. Which tariff using server (3) association algorithm If the options are combined and a package is created, this package will be used by the subscribers. The new package is made by estimating that it will be more likely to be preferred. creates the contents.
Bu bulus sayesinde abone tarafindan kullanilmayan opsiyonlar özelinde fazla ücret ödeme durumunu ortadan kaldirarak aboneye ay bazli tarife seçenekleri kullanimlarina göre paket içerigi olusturulmasi saglanmaktadir. Thanks to this invention, extra fees are paid for options not used by the subscriber. Month-based tariff options for the subscriber by eliminating the payment status Package content is created according to their usage.
Bulus konusu sistemde (l) veri tabani (2) ve sunucu (3) kullaniciya veri gizliligi ilkeleri dogrultusunda bilgilendirme ve onay sunmakta olup, Kisisel Verilerin Korunmasi Kanunu (KVKK) dahilinde faaliyet göstermektedir. The database (2) and server (3) in the inventive system (l) provide data confidentiality to the user. provides information and approval in line with its principles, It operates within the scope of the Law on the Protection of Law (KVKK).
Bu temel kavramlar etrafinda, bulus konusu sistem (1) ile ilgili çok çesitli uygulamalarin gelistirilmesi mümkün olup, bulus burada açiklanan örneklerle sinirlandirilamaz, esas olarak istemlerde belirtildigi gibidir. Around these basic concepts, there are many different types of systems related to the inventive system (1). development of applications is possible, and the invention is illustrated by the examples described herein. not limited, essentially as claimed in the claims.
Claims (12)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
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TR2021/015633A TR2021015633A2 (en) | 2021-10-07 | 2021-10-07 | USAGE-BASED PACKAGE CONTENT CREATION AND SUITABLE PACKAGE RECOMMENDATION SYSTEM |
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TR2021/015633A TR2021015633A2 (en) | 2021-10-07 | 2021-10-07 | USAGE-BASED PACKAGE CONTENT CREATION AND SUITABLE PACKAGE RECOMMENDATION SYSTEM |
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TR2021015633A2 true TR2021015633A2 (en) | 2021-10-21 |
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TR2021/015633A TR2021015633A2 (en) | 2021-10-07 | 2021-10-07 | USAGE-BASED PACKAGE CONTENT CREATION AND SUITABLE PACKAGE RECOMMENDATION SYSTEM |
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