JP4689955B2 - 提案された予定されたテレビジョン番組のリストを発生する方法及び装置 - Google Patents
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/4508—Management of client data or end-user data
- H04N21/4532—Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, preferences
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
- H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
- H04N21/4756—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data for rating content, e.g. scoring a recommended movie
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- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Description
本発明は、個々の視聴者の嗜好に基づいて、見る又は記録するために予定されたテレビジョン番組を提案する装置に関連する。
ユーザの好みに基づいて、見るための予定された番組のリストを発生する方法及び装置は、以前に、Wehmeyer他の米国特許番号5,867,226により提案されており、これは、チャネル案内リストを形成するために、前もって、将来伝送されるであろう番組についての少なくとも番組タイトル情報が伝送される、テレビジョンシステムが開示し、装置が、ユーザの視聴の嗜好に関するある特定の基準を満たす特定のテレビジョン番組を検索するために設けられ、そして、検索の成功的な終了で、装置は、関心のある視聴者のある特定の番組について予測するために、そのようなテレビジョン番組のリストを発生する。Wehmeyer他に従って、視聴者が興味を見つけうるテレビジョン番組の予測のリストは、その装置を使用して以前に見られた番組に対応するデータと結合される放送である将来の番組に対応する番組案内データから発生されうる。Wehmeyer他に従って、番組が、例えば、5分又はそれ以上のような、所定の時間期間に見られるときにはいつでも、システムは、記録を保持しそして、それにより、視聴習慣と好みを決定でき、これは、システムが、やがて来る番組が装置のユーザの関心のものであることを予測することを可能とする。
本発明の目的は、従来の方法とシステムの問題を解決しそして改善されたものを提供することである。以下の開示から明らかとなるであろうこれらの目的他は、予定された番組の特徴を有するテレビジョン予定案内データを得て、前に視聴されたテレビジョン番組の特徴に関するデータと前に視聴された時間の量を集め且つ処理し、前記特徴を有する番組が前に視聴された合計の時間に基づいて前記特徴へ重みを割当て、特徴に割当てられた重みを手動で調整することをユーザに許し、予定されたテレビジョン番組の提案されたリストを発生するために選択的に調整された特徴重みを使用することを有する、提案された予定されたテレビジョン番組のリストを発生する方法の一面を有する本発明により達成される。割当てられた重みは、周期的に更新される。
好ましいシステムは、各特徴についての計算された重みに基づいて割合を計算でき、割合を表示でき、そして、表示を使用して割合を調整することにより重みを割当てられたシステムを手動で調整し又は無効にすることをユーザに可能とすることができる。好ましいシステムは、例えば、5分ごとに、周期的に重みを更新し、ユーザインターフェースでユーザが嗜好の表示を要求するときにそれらの重みに基づいて割合を計算する。割合へのユーザ調整は、メモリ内に記憶された重みの対応する変化を発生し、修正された特徴重みの結果となる。
Claims (18)
- 提案された予定された番組を表示するテレビジョンシステムであって、
テレビジョン予定案内データから取得した番組の特徴と、ユーザが視聴した番組に基づく各特徴の重み値とを有するユーザプロファイルを表すデータを記憶するメモリ手段と、
ある番組に対する前記特徴の関連性と、前記ユーザが前記特徴の各々を有する番組を視聴した時間の累積量とに基づいて、前記ユーザプロファイルの各特徴の重み値を自動的に計算し、前記特徴の重み値を比較して各特徴の相対的重み値を計算し、前記相対的重み値に基づいて予定された番組をランク付けし、前記ランク付けに従って提案された予定された番組のリストを発生し、特徴の割合として前記相対的重み値の表示を発生する制御手段であって、前記特徴の割合は、所定の値と前記ユーザプロファイルの最大の重み値とのうちの大きい方に対する各重み値の比に基づき計算され、ユーザインターフェイスを用いてユーザが手動で調整できる制御手段と、
ユーザが前記特徴の割合を見て手動で前記特徴の割合を調整でき、前記自動的に計算された特徴の重み値を置き換えことができるユーザインターフェースとを有するテレビジョンシステム。 - 前記制御手段は、テレビジョン番組を視聴中の経過時間数に前記テレビジョン番組の関連性値をかけて計算した積を前記特徴の重み値に加えることにより、前記特徴の重み値を増加させる、請求項1に記載の装置。
- 前記所定値は500である、請求項1に記載の装置。
- 前記ユーザーインターフェイスは、プラス及びマイナスボタンと、特徴について現在設定されてる割合を表す数とを有する重み調整アイコンを提供する、請求項3に記載の装置。
- 前記制御手段は、前に見られたテレビジョン番組の特徴と同様な特徴を有するテレビジョン番組のリストを有するテレビジョン番組の表示を発生し、前記リストは任意的にユーザが割り当てた重み値に基づいて発生される、請求項1に記載の装置。
- 提案された予定された番組の前記リストは、リストされた番組を記録し、リストされた番組を視聴計画リストに追加し、及び/又はリストされた番組をそれが放送されるときに表示する、選択可能なオプションを含む、請求項1に記載の装置。
- ユーザの入力したデータに応じて、前記制御手段は、前記特徴のリストを表示するように前記表示手段を制御する、請求項1に記載の装置。
- 複数のユーザの1人を識別する手段を更に有し、前記メモリ手段は前記複数のユーザについてのユーザ番組案内特徴検索嗜好データを記憶するように適応され、提案された予定された番組の前記リストは、1人の識別されたユーザについての嗜好データに基づいて発生される、請求項1に記載の装置。
- 提案された予定されたテレビジョン番組のリストを生成する方法であって、
ユーザにより前に視聴された番組のテレビジョン予定案内データから取得した番組の特徴と前記ユーザが前記特徴の各々を有する番組を視聴した時間の累積量から計算される特徴重み値とを含むユーザプロファイルを維持し、
所定値又は前記ユーザプロファイル内の最大の重み値のうちの大きい方に対する各重み値の比に基づいて特徴の割合を計算し、
予定されたテレビジョン番組の特徴と、前記予定されたテレビジョン番組に対する前記特徴の任意的な関連性ファクタとを含むテレビジョン予定案内データを使用して、提案された予定されたテレビジョン番組のリストを生成し、
ユーザに、前記特徴の割合を調節することにより前記重み値を手動で調整させる方法。 - ユーザプロファイル内の特徴の重み値は、テレビジョン番組を視聴中の経過時間数に前記テレビジョン番組の関連性値をかけて計算した積を前記特徴の重み値に加えることにより増加される、請求項9に記載の方法。
- 前記特徴は、話題とテーマにより成る、請求項9に記載の方法。
- 前記所定値は500である、請求項9に記載の方法。
- 前記ユーザは、ユーザインターフェイス中のアイコンまたはスクロール可能表示を使用して、特徴に割当てられるべき重み値を手動で調整できる、請求項9に記載の方法。
- 前記話題とテーマは、放送データから得られ、且つ、映画、スポーツ、ミステリー、空想科学小説、歴史、野球、ゴルフ、コメディ、バスケットボール、宗教、コメディ、トーク、ドキュメンタリー及び、買物より構成されるグループから選択される、請求項9に記載の方法。
- データはユーザプロファイルレコードの複数のユーザについて集められ、各ユーザはユーザプロファイルレコード内の特徴に割当てられるべき重み値を手動で調整することが許される、請求項9に記載の方法。
- テレビジョン番組を視聴中に経過した5分時間期間数に前記テレビジョン番組の前記特徴の関連性値をかけて計算した積を前記特徴の重み値に加えることにより、ユーザプロファイル中の特徴の重み値を増加させる、請求項9に記載の方法。
- 前記特徴は話題−テーマの組み合わせを含む、請求項9に記載の方法。
- 5分経過するごとにテレビジョン番組の関連性値を特徴の重み値に加算することによりユーザプロファイル中の特徴の重み値を増加させる、請求項17に記載の方法。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
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US09/879,288 | 2001-06-12 | ||
US09/879,288 US7380262B2 (en) | 2001-06-12 | 2001-06-12 | Method and apparatus for generating a list of suggested scheduled television programs |
PCT/US2002/018301 WO2002102066A1 (en) | 2001-06-12 | 2002-06-07 | A method and apparatus for generating a list of suggested scheduled television programs |
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JP2004534451A JP2004534451A (ja) | 2004-11-11 |
JP4689955B2 true JP4689955B2 (ja) | 2011-06-01 |
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US (1) | US7380262B2 (ja) |
EP (1) | EP1405508B1 (ja) |
JP (1) | JP4689955B2 (ja) |
KR (1) | KR100890101B1 (ja) |
CN (1) | CN100459671C (ja) |
BR (1) | BRPI0210331B1 (ja) |
MX (1) | MXPA03011574A (ja) |
MY (1) | MY134722A (ja) |
WO (1) | WO2002102066A1 (ja) |
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CN1515114A (zh) | 2004-07-21 |
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MY134722A (en) | 2007-12-31 |
WO2002102066A1 (en) | 2002-12-19 |
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BRPI0210331B1 (pt) | 2016-12-20 |
KR100890101B1 (ko) | 2009-03-24 |
EP1405508B1 (en) | 2013-01-23 |
EP1405508A1 (en) | 2004-04-07 |
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