JP5161794B2 - 動的インタラクティブエンターテイメントベニュー - Google Patents
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0482—Interaction with lists of selectable items, e.g. menus
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/435—Filtering based on additional data, e.g. user or group profiles
- G06F16/437—Administration of user profiles, e.g. generation, initialisation, adaptation, distribution
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/438—Presentation of query results
- G06F16/4387—Presentation of query results by the use of playlists
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
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- G—PHYSICS
- G11—INFORMATION STORAGE
- G11B—INFORMATION STORAGE BASED ON RELATIVE MOVEMENT BETWEEN RECORD CARRIER AND TRANSDUCER
- G11B27/00—Editing; Indexing; Addressing; Timing or synchronising; Monitoring; Measuring tape travel
- G11B27/10—Indexing; Addressing; Timing or synchronising; Measuring tape travel
- G11B27/102—Programmed access in sequence to addressed parts of tracks of operating record carriers
- G11B27/105—Programmed access in sequence to addressed parts of tracks of operating record carriers of operating discs
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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]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/262—Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission, generating play-lists
- H04N21/26258—Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission, generating play-lists for generating a list of items to be played back in a given order, e.g. playlist, or scheduling item distribution according to such list
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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
- H04N21/482—End-user interface for program selection
- H04N21/4826—End-user interface for program selection using recommendation lists, e.g. of programs or channels sorted out according to their score
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- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
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- Information Transfer Between Computers (AREA)
Description
1) ユーザの嗜好を合成するステップ
2) ユーザの嗜好ごとに推奨されるメディアセットを作成するステップ
3) 推奨メディアセットのセットを、すべてのユーザのグループに推奨される単一のメディアセットに集約するステップ
ms1 = {s3,s7,s8,s10}
ms2 = {s2,s3,s4,s10}
ms3 = {s3,s4,s7}
上記の投票スキーマに従って、メディアセット(ms#)に含まれるメディアアイテム(s#)は、以下の通りにランク付けされる。
s1=0, s2=1, s3=3, s4=2, s5=0, s6=0, s7=2, s8= 1, s9=0, s10= 2
ms1 = {s3,s7,s8,s10}
ms2 = {s2,s3,s4,s7,s10}
ms3 = {s3,s4,s7}
w(1) = [0, 0, 0.1, 0, 0, 0, 0.3, 0.2, 0, 0.9]
w(2) = [0, 0.2, 0.5, 0.4, 0, 0, 0.3, 0, 0, 0.9]
w(3) = [0, 0, 0.1, 0.8, 0, 0, 0.3, 0, 0, 0.5]
1)セッションアクセスコントローラ(Session Access Controller)408(用途:個々のメディアプレーヤーを使用する許可を与えて、デバイス間の連携的な相互のやりとりに参加させる)、
2)プレイリストビルダ(Playlist Builder)410(用途:セッション中にグループプレイリスト内の再生すべきメディアアイテムのリストとシーケンスを作成する)、および
3)セッション内の各メディアプレーヤーデバイス404に対して使用されるデバイスマネージャ(Device Manager)406(用途:デバイスのセッション関連機能を制御する)。
メディアプレーヤーが対象メディアプレーヤーに最後に肯定的に知られた時間[i]が実装指定タイムアウト値を超えた場合、エントリは削除される。その後、削除されたエントリに対応するメディアプレーヤーがセッション内の別のメディアプレーヤーにまだ知られている場合、「proxy-session-mID-sID」クエリーが一斉送信され要求が行われる。
メディアプレーヤーがセッション内の別のメディアプレーヤーにまだ知られている場合、かつメディアプレーヤーのエントリステータスが「cued(キュード状態)」にマークされた場合(メディアプレーヤーが、以下に説明するプレイリストマネージャプロセスによってトラックを実行するようにスケジュール設定されていることを意味する)、および以下の2つの状況のうち1つに該当する場合、「proxy-session-mID-sID」クエリーが一斉送信され要求が行われる。
a) メディアプレーヤーが対象メディアプレーヤーに最後に肯定的に知られた時間[i]が、実装指定キュードタイムアウト値を超えた状況である。この状況は、エントリに対応するメディアプレーヤーがキュード状態からの状態変化を送信したという指示を対象メディアプレーヤーが受信しなかったことを意味する。
b) メディアプレーヤーが対象メディアプレーヤーに最後に肯定的に知られた時間[i]が、実装指定されたキュードタイムアウト値を超えていないが、エントリに対応するメディアプレーヤーが、セッション内の別のメディアプレーヤーを介してプロキシによって対象メディアにのみ知られている状況である。この場合、その状態変化が「proxy-session-mID-sID」クエリーに応じてプロキシメディアプレーヤーによって一斉送信されれば、対象メディアプレーヤーは、エントリに対応するメディアプレーヤーによる状態変化についてのみ知る。
万が一上記のいずれの条件もあてはまらない場合、メディアプレーヤーのエントリについて何も行われない。
ベニューの推奨
リアルタイムパーティセッション
A. 説明のためのメッセージフォーマット
特定のパーティとローカルシステムにログインして、本システムに最初のアーティストの好みを提供する。現在演奏されているプレイリストを、本システムが作成に含めるようにする。
メッセージ: <party_name> <user_nickname> <artist_name>
ここで、<party_name>は、画面に表示される、ユーザが参加するベニューまたはイベントの識別子であり、<user_nickname>は次のように使用される。
<nickname> - 匿名のユーザとして参加する。
<mystrands_alias> : mystrands - MyStrandsプロファイル情報を使用して参加する。
<mystrands_alias> : ms - MyStrandsプロファイル情報を使用して参加する(代替フォーム)。
<last fm alias> : lastfm - LastFMプロファイル情報を使用して参加する。
<myspace_alias> : myspace - MySpaceプロファイル情報を使用して参加する。
応答: <text_response>
ここで、<text_response>は、ユーザがパーティに正常に参加したかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を任意に提供する。ユーザがパーティに参加したことを本システムがユーザに示したら、ユーザは、追加のSMSメッセージを送信することによって、本システムとやり取りして、他のユーザと通信する。例えば、
本システムによって画面上に表示すべきテキストメッセージを送信する。
メッセージ: <party_name> t <text_message>
ここで、<text_message>は、ユーザが送信したい任意のテキストメッセージである。一部の実施例においては、システムは、テキストをスキャンすることによって、いずれの不快な言い回しもそのメッセージが画面上に表示される前に削除する。
応答: <text_response>
ここで、<text_response>は、ユーザのメッセージがシステムによって受け付けられたかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を任意に提供する。
新しいアーティストを本システムに提案する。本システムが、演奏中のプレイリストを作成プロセスに含めるようにする。
メッセージ: <party_name> a <artist name>
ここで、<text_message>は、ユーザが送信したい任意のテキストメッセージである。一部の実施例においては、システムは、テキストをスキャンすることによって、いずれの不快な言い回しもそのメッセージが画面上に表示される前に削除する。
応答: <text_response>
ここで、<text_response>は、ユーザの提案が本システムによって受け付けられて、プレイリスト作成プロセスに含められたかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を提供する。
画面上に表示されるユーザのアバターまたはエイリアスの存在によって示されるような、パーティにログインされた別のユーザに、個人のSMSメッセージを送信する。
1つの実施例においては、ユーザは、対象とする受信者に直接配信するメッセージを、フォームを使用して送信する。
メッセージ:
ここで、<user_nickname>は、ログイン中に本システムに提供される対象とする受信者の名前であり、本システムによって画面上に表示される。<text_message>は、対象とする受信者にユーザが送信したい任意のテキストメッセージである。一部の実施例においては、システムは、テキストをスキャンすることによって、いずれの不快な言い回しもそのメッセージが画面上に表示される前に削除する。
応答: <text_response>
ここで、<text_response>は、ユーザのメッセージがシステムによって受け付けられて、受信者への配信が試みられたかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を任意に提供する。
メッセージ: <party_name> g
ここで、システム/IPオーナー(System/IP Owner)システムが、対象とする受信者からこのタイプのレスポンスを予想するように構成されている場合、<party_name>は任意である。
応答: <text_response>
ここで、<text_response>は、対象とする受信者に配信するためにユーザによって最初に送信された<text_message>である。
画面に表示される質問に答えて投票を送信する。
メッセージ: <party_name> v <vote>
ここで、<vote>は、「y」、「yes」、「n」、「no」などのユーザの投票である。<vote>は、複数の答えが可能な質問に対する「a」、「b」、「c」または「1」、「「2」、「3」などの識別子であってもよい。
応答: <text_response>
ここで、<text_response>は、ユーザの投票がシステムによって受け付けられ、集計されたかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を任意に提供する。
MMSを使用してパーティスクリーン上に表示する写真を送信する。利用可能であればメッセージングプロバイダを通じて送信する。
メッセージ: <party_name> p <photo_file> または <party_name> f <photo file>
ここで、<photo_file>は、MMSサービスによって受け付けられたフォーマットを有するデジタル写真またはビデオファイルである。
応答: <text_response>
ここで、<text_response>は、ユーザの写真またはビデオがシステムによって受け付けられ、集計されたかどうかを記述したテキストメッセージである。このメッセージは、追加の説明情報を任意に提供する。
B. 任意のメッセージングフォーマットおよび方法
Send <message> to <short_code>
ここで、<message>は、前述したようにフォーマットされたメッセージであり、<short_code>は、携帯電話プロバイダによってソフトウェア/IPオーナーに提供されたショートコードのテキスト文字列である。このメッセージを受信したとき、携帯電話プロバイダは、テキスト<message>を含むメッセージを、ソフトウェア/IPオーナーにインターネットなどの通信ネットワークを通じて転送する。
Send <ip_owner keyword> <message> to <phone_number>
ここで、<ip_owner_keyword>は、ソフトウェア/IPオーナー4001のサービス用の「fiesta」または「partyStrands」などの識別子であり、<message>は、前述したようにフォーマットされたメッセージであり、<phone_number>は、共有SMS配信サービスの専用電話番号である。このメッセージを受信したとき、共有SMS配信サービスは、テキスト<message>を含むメッセージを、ソフトウェア/IPオーナーにインターネットなどの通信ネットワークを通じて転送する。
1. 利用可能な携帯電話を持たないユーザが、端末を使用してベニューにログインすることができる。
2. ユーザは、端末を使用して、遠隔のウェブサイトにアクセスすることができる。遠隔のウェブサイトでは、1つ以上のプレイリストを更新することによって、ユーザの好みプロファイルを間接的に調節することができる。
3. 端末またはキオスクを使用して、選択された音楽トラックを、個人のデバイスまたはプレーヤーにダウンロードすることができる。例えば、ゲストは、ベニューにおいて最近再生された1つの特定のトラックを特に好んで、その時それを買うことに決める場合がある。キオスクは、ベニューにおいてその時間まで再生されたプレイリストを示すことによって、その努力を支援するようにプログラムされる。一部のオンラインサービスは、フリーメディアダウンロードを提供する。
4. キオスクを使用して、パブリックディスプレイにメッセージを送信することができる。または、写真、ビデオ、または潜在的にパブリックディスプレイで使用される他のコンテンツをアップロードすることができる。
5. キオスクを使用して、来るべき選択について投票を行う。
6. キオスクを使用して、インターネット上で音楽サイトにアクセスすることによって、音楽をサーチして、ローカルベニューシステムに入力することができる。この入力は、従来の「要求」のように受信した後に再生されないが、その代わりに、その特定のユーザのプロファイルに対するアップデートとして入力される。言い換えれば、ベニューで再生されるトラックの進行中の選択にそのゲストがどのように影響を及ぼすかを変更する。
リコメンダの例
a)(順序付けされたメディアセットについて)2つのアイテム間のプレコンカレンシー(pre-concurrency)を、所定のアイテムが知識ベースのメディアセット内の他のアイテムに先行する回数として計算する。
b)(順序付けされたメディアセットについて)2つのアイテム間のポストコンカレンシー(post-concurrency)を、アイテムが知識ベースのメディアセット内の別のアイテムに続く回数として計算する。
c)2つのアイテム間のココンカレンシー(co-concurrency)を、アイテムがメディアセット内に一緒に現れる回数として計算する。
d)アーティスト、アクター、日付などの、メディアアイテムと関連付けられたキーワードを考慮することによって、メタデータ類似点を同様に計算する。
e)以前のメトリックスの組合せを役立てることができる。
f)推移性を適用する以前のメトリックスの組合せ。
a)決められたタイプのアイテムのみに推奨を集中させるようにユーザが表現するフィルタ。
b)具体的なアーティスト、年、ジャンルなどの、特定のキーワードベースの基準を満たすアイテムに推奨を集中させるようにユーザが表現するフィルタ。
c)ユーザに対する推奨を個人化するフィルタ。この種のフィルタリングは、ユーザが知っているアイテムのみを推奨すること、またはユーザが知らないアイテムのみを推奨することなどを含む。
リコメンダの定義
M(i, j) = min{M(i, i + 1), M(i, i + 2), … , M(i + k, j)}
または
M(i, j) = M(i, i + 1) * M(i, i + 2) * … * M(i + k, j)
Claims (14)
- コンピュータにより実施される方法であって、
ユーザのコミュニティからユーザの部分集合を有するユーザグループを形成するステップと、
各ユーザメディアセットがそれぞれ複数のメディアデータアイテムを含む、前記ユーザグループ内のユーザの複数の個々のメディアセットから動的なグループプレイリストを生成するステップとを有し、
前記生成するステップは、
前記ユーザメディアセットの内の第1のユーザメディアセットについて嗜好分析を実行することによって、前記第1のユーザメディアセットから第1のサブメディアセットを生成するステップと、
前記ユーザメディアセットの内の第2のユーザメディアセットについて嗜好分析を実行することによって、前記第2のユーザメディアセットから第2のサブメディアセットを生成するステップと、
前記第1および第2のサブメディアセットからメディアデータアイテムを集約することによって、前記ユーザグループについて最適プレイリスト特性のセットを生成するステップと、
前記第1のサブメディアセット及び前記第2のサブメディアセットにおけるメディアデータアイテムのココンカレンシーに基づくとともに、前記ユーザグループについての前記最適プレイリスト特性に基づいて、グループプレイリストにメディアデータアイテムを追加するステップとを含み、
第1のユーザ及び第2のユーザについてのユーザ嗜好データは、接続されたデバイスのネットワークに所与のユーザがログインして前記ユーザグループに参加することに応じて検索される
ことを特徴とする方法。 - 前記メディアデータアイテムは、再生可能なメディアファイルを含むことを特徴とする請求項1に記載の方法。
- 前記メディアデータアイテムの各々は、再生可能なメディアファイルを特定するメタデータを含むことを特徴とする請求項1又は2に記載の方法。
- 前記第1のユーザ嗜好分析に基づいて、前記第1のユーザ向けの推奨メディアセットを生成するステップと、
前記第2のユーザ嗜好分析に基づいて、前記第2のユーザ向けの推奨メディアセットを生成するステップとを更に含むことを特徴とする請求項1乃至3の何れか1項に記載の方法。 - 前記推奨メディアセットの各々は、再生可能なメディアファイルを特定するメタデータを含むことを特徴とする請求項4に記載の方法。
- 前記メディアデータアイテムを集約するステップは、個々のメディアデータアイテムを、それが出現するサブメディアセットの数によってランク付けするステップを含むことを特徴とする請求項1乃至5の何れか1項に記載の方法。
- 前記グループプレイリストは、曲を含むメディアデータアイテムを含むことを特徴とする請求項1乃至6の何れか1項に記載の方法。
- 前記メディアデータアイテムを集約するステップは、前記ユーザグループの効用関数を最適化するメディアデータアイテムのセットを選択するステップを含むことを特徴とする請求項1乃至7の何れか1項に記載の方法。
- 前記効用関数は、個々のメディアデータアイテムと関連付けられた重みに基づくことを特徴とする請求項8に記載の方法。
- 前記ユーザグループの効用関数を最適化するメディアデータアイテムのセットを選択するステップは、選択されたメディアデータアイテムの重みの合計を最大化するようメディアデータアイテムのセットを選択するステップを含むことを特徴とする請求項9に記載の方法。
- 選択されたメディアデータアイテムの重みの合計を最大化するよう前記メディアデータアイテムのセットを選択するステップは、複数のユーザメディアセット内の複数の異なるメディアデータアイテムの各々に対して、最高の重みの合計を最大化するメディアデータアイテムを選択するステップを含むことを特徴とする請求項10に記載の方法。
- 前記ユーザグループの効用関数を最適化するメディアデータアイテムのセットを選択するステップは、平均メディアデータアイテム重みの合計を最大化するメディアデータアイテムを選択するステップを含むことを特徴とする請求項9に記載の方法。
- 前記グループプレイリスト内の前記メディアデータアイテムは、それぞれ前記ユーザグループ内のユーザメディアセットにおいて見つけることができることを特徴とする請求項1乃至12の何れか1項に記載の方法。
- 前記ネットワークにログインするステップは、所与のユーザのネットワーク接続されたデバイスが所定の近接状態に入った際に暗黙的に達成されることを特徴とする請求項1乃至13の何れか1項に記載の方法。
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- 2006-08-31 BR BRPI0621315-4A patent/BRPI0621315A2/pt not_active IP Right Cessation
- 2006-08-31 US US12/278,148 patent/US20090222392A1/en not_active Abandoned
- 2006-08-31 WO PCT/US2006/034218 patent/WO2007092053A1/en active Application Filing
- 2006-08-31 EP EP06802795A patent/EP1987451A1/en not_active Ceased
- 2006-08-31 JP JP2008554221A patent/JP5161794B2/ja not_active Expired - Fee Related
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2014
- 2014-04-24 US US14/261,340 patent/US9317185B2/en not_active Expired - Fee Related
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WO2007092053A1 (en) | 2007-08-16 |
US20090222392A1 (en) | 2009-09-03 |
US20140237361A1 (en) | 2014-08-21 |
JP2009526310A (ja) | 2009-07-16 |
EP1987451A1 (en) | 2008-11-05 |
BRPI0621315A2 (pt) | 2011-12-06 |
KR20080100342A (ko) | 2008-11-17 |
US9317185B2 (en) | 2016-04-19 |
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