JP6695966B2 - ユーザ選択されたコンテンツに対するアクション提案 - Google Patents
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
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- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
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- G06F16/3322—Query formulation using system suggestions
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
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- 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
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- G06—COMPUTING; CALCULATING OR COUNTING
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- 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
- G06F3/04817—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 using icons
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
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- 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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- 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]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
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- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
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- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
- G06F3/0489—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using dedicated keyboard keys or combinations thereof
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
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- G06F9/48—Program initiating; Program switching, e.g. by interrupt
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- G—PHYSICS
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- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
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Description
本願は、発明の名称を「ユーザ選択されたコンテンツに対するアクション提案」とした、2015年10月1日出願の米国特許出願第14/872,582号の継続出願であり、その優先権を主張する。
120 アクション提案モジュール
122 エミュレータ
130 アクション提案モデル
132 ウェブサイト・モバイル・アプリ・マップ
134 検索レコード
136 モバイル・アプリ・マニフェスト
140 ネットワーク
150 クライアント・デバイス
155 アプリ
157 データ
160 スクリーン・キャプチャ・アプリ
162 アクション提案アプリ
170 アクション提案モデル
172 スクリーン・キャプチャ・インデックス
176 ユーザ・データ
190 クライアント・デバイス
195 モバイル・アプリ
197 データ
Claims (21)
- モバイル・デバイスのディスプレイ・デバイスを介して行われた選択をクエリに変換するステップと、
前記クエリをアクション提案モデルに提供するステップであって、前記アクション提案モデルはクエリが与えられるとアクションを予測するためにトレーニングされ、各アクションはモバイル・アプリケーションに関連付けられる、ステップと、
前記モバイル・デバイスに関するメタデータを識別するステップであって、前記メタデータは、前記モバイル・デバイスが移動しているか否かを示す、ステップと、
前記メタデータに基づいて所定の閾値を決定するステップと、
予測されたアクションのうち、前記所定の閾値を満たす1つまたは複数の予測されたアクションを選択するステップと、
前記1つまたは複数の予測されたアクションを受信するステップと、
前記ディスプレイ・デバイスでの前記1つまたは複数の予測されたアクションの表示を開始するステップと、
を含む、方法。 - 前記1つまたは複数の予測されたアクションのうち1つの選択を受信するステップと、
前記選択に関連付けられた前記モバイル・アプリケーションに対する前記クエリを用いてインテントを開始するステップと、
をさらに含む、請求項1に記載の方法。 - 前記1つまたは複数の予測されたアクションの表示を開始するステップは、予測されたアクションごとに、前記予測されたアクションに関連付けられた前記モバイル・アプリケーションに対するアイコンを表示するステップを含む、請求項1に記載の方法。
- 前記1つまたは複数の予測されたアクションに対する前記アイコンは、前記ディスプレイ・デバイスに表示されたコンテンツを重ね合わせる、請求項3に記載の方法。
- 前記選択は画像であり、前記選択をクエリに変換するステップは、
前記画像に関するテキストを識別するステップと、
前記テキストのうち少なくとも幾つかを前記クエリとして用いるステップと、
を含む、請求項1に記載の方法。 - 前記選択は画像であり、前記選択をクエリに変換するステップは、
前記画像内のエンティティを識別するステップと、
前記エンティティを前記クエリとして使用するステップと、
を含む、請求項1に記載の方法。 - 前記アクション提案モデルをサーバから受信するステップと、
前記モバイル・デバイスのユーザに対する検索レコード内のホワイトリストされたウェブサイトを識別するステップと、
高く順位づけられる前記ホワイトリストされたウェブサイトを含むクエリからトレーニング例を生成するステップであって、前記トレーニング例は、前記検索レコード内の前記ホワイトリストされたウェブサイトの順位より高い重みを有する、ステップと、
前記トレーニング例を用いて前記アクション提案モデルをトレーニングして、個別化されたアクション提案モデルを生成するステップと、
をさらに含む、請求項1に記載の方法。 - 前記選択は音声コマンドであり、前記選択をクエリに変換するステップは、
単語認識を前記音声コマンドに実施するステップと、
認識された単語を前記クエリとして使用するステップと、
を含む、請求項1に記載の方法。 - 前記選択をクエリに変換するステップは、
少なくとも1つの拡張されたクエリを生成するための前記選択の拡張を決定するステップと、
前記拡張されたクエリを前記アクション提案モデルに提供して、第2の予測されたアクションを生成するステップと、
前記少なくとも1つの拡張されたクエリの表示を開始するステップと、
前記拡張されたクエリの選択を受信したことに応答して、第2の予測されたアクションの表示を開始するステップと、
を含む、請求項1に記載の方法。 - 前記モバイル・アプリケーションのうち少なくとも1つは前記モバイル・デバイスにインストールされない、請求項1に記載の方法。
- 前記予測されたアクションの選択を受信するステップと、
前記モバイル・アプリケーションの前記モバイル・デバイスへのインストールを開始するステップと、
をさらに含む、請求項10に記載の方法。 - 検索レコードから、ウェブサイトが対応する検索結果内で高く順位づけられるクエリを識別するステップであって、前記ウェブサイトは、ウェブサイトのモバイル・アプリケーションに対するマッピング内の複数のウェブサイトのうち1つである、ステップと、
アクション提案モデルに対するポジティブなトレーニング例を前記識別されたクエリから生成するステップであって、各ポジティブなトレーニング例は、前記クエリ、前記ウェブサイト、前記クエリに対する検索結果内の前記ウェブサイトの順位に対応する重み、およびモバイル・アプリケーションを有する、ステップと、
前記ポジティブなトレーニング例を用いて前記アクション提案モデルをトレーニングするステップと、
をさらに含む、請求項1に記載の方法。 - 第1のモバイル・アプリケーションのマニフェスト内のウェブサイトを識別するステップと、前記ウェブサイトおよび前記第1のモバイル・アプリケーションを前記マッピングに追加するステップをさらに含む、請求項12に記載の方法。
- ウェブ・ストア内の同様なモバイル・アプリケーションをクラスタ化するステップであって、第1のクラスタに第1のモバイル・アプリケーションが現れる、ステップと、
前記ウェブサイトが高く順位づけられるクエリを識別するステップと、
前記第1のモバイル・アプリケーションにより生成された前記クエリに対する検索結果が第2のモバイル・アプリケーションにより生成された前記クエリに対する検索結果と同様であることを検証するステップであって、前記第2のモバイル・アプリケーションは前記第1のクラスタ内にある、ステップと、
前記検証に応答して、前記ウェブサイトおよび前記第2のモバイル・アプリケーションを前記マッピングに追加するステップと、
をさらに含む、請求項12に記載の方法。 - モバイル・デバイスに格納された検索レコードに基づいて前記モデルを個別化するステップをさらに含む、請求項12に記載の方法。
- 前記モデルをクライアント・デバイスにプッシュするステップと、
前記クライアント・デバイスのユーザに関連付けられた検索レコード前記モデルを個別化するステップと、
をさらに含む、請求項12に記載の方法。 - アクション提案指示を受信したことに応答して、モバイル・コンピューティング・デバイスのディスプレイ・デバイスを介して行われた選択をクエリに変換するステップと、
アクション提案モデルを用いて、前記クエリに対するモバイル・アプリケーションを予測するステップであって、前記アクション提案モデルは、クエリが与えられるとモバイル・アプリケーションを予測するためにトレーニングされる、ステップと、
前記モバイル・コンピューティング・デバイスに関するメタデータを識別するステップであって、前記メタデータは、前記モバイル・コンピューティング・デバイスが移動しているか否かを示す、ステップと、
前記メタデータに基づいて所定の閾値を決定するステップと、
予測されたモバイル・アプリケーションのうち、前記所定の閾値を満たす少なくとも1つのモバイル・アプリケーションを選択するステップと、
前記少なくとも1つのモバイル・アプリケーションに対する選択可能コントロールの前記ディスプレイ・デバイスへの表示を開始するステップと、
を含む、方法。 - 前記選択可能コントロールの選択を受信するステップと、
前記モバイル・アプリケーションへの前記クエリを用いて検索インテントを開始するステップと、
をさらに含む、請求項17に記載の方法。 - 前記選択可能コントロールの表示を開始するステップは、前記モバイル・アプリケーションに対するアイコンを表示するステップを含む、請求項17に記載の方法。
- 前記選択をクエリに変換するステップは、
少なくとも1つの拡張されたクエリを生成するための前記選択の拡張を決定するステップと、
前記拡張されたクエリを第2のモバイル・アプリケーションを生成するために前記アクション提案モデルに提供するステップと、
前記少なくとも1つの拡張されたクエリの表示を開始するステップと、
前記拡張されたクエリの選択を受信したことに応答して、前記第2のモバイル・アプリケーションに対する選択可能コントロールの表示を開始するステップと、
を含む、請求項17に記載の方法。 - 前記モバイル・アプリケーションのうち少なくとも1つは前記モバイル・コンピューティング・デバイスにインストールされず、前記方法はさらに、
前記選択可能コントロールの選択を受信するステップと、
前記モバイル・アプリケーションの前記モバイル・コンピューティング・デバイスへのインストールを開始するステップと、
を含む、請求項17に記載の方法。
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US14/872,582 US10970646B2 (en) | 2015-10-01 | 2015-10-01 | Action suggestions for user-selected content |
US14/872,582 | 2015-10-01 | ||
PCT/US2016/055055 WO2017059388A1 (en) | 2015-10-01 | 2016-09-30 | Action suggestions for user-selected content |
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JP2020076101A Active JP6883132B2 (ja) | 2015-10-01 | 2020-04-22 | ユーザ選択されたコンテンツに対するアクション提案 |
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EP (1) | EP3341825A4 (ja) |
JP (2) | JP6695966B2 (ja) |
KR (2) | KR102150508B1 (ja) |
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WO (1) | WO2017059388A1 (ja) |
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