JP5890308B2 - コンテキスト上関連するタスクアイテムの自動発見 - Google Patents
コンテキスト上関連するタスクアイテムの自動発見 Download PDFInfo
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- JP5890308B2 JP5890308B2 JP2012529888A JP2012529888A JP5890308B2 JP 5890308 B2 JP5890308 B2 JP 5890308B2 JP 2012529888 A JP2012529888 A JP 2012529888A JP 2012529888 A JP2012529888 A JP 2012529888A JP 5890308 B2 JP5890308 B2 JP 5890308B2
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- 230000000694 effects Effects 0.000 claims description 59
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- 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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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2465—Query processing support for facilitating data mining operations in structured databases
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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
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/26—Visual data mining; Browsing structured data
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/93—Document management systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
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- G—PHYSICS
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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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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- G—PHYSICS
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- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/70—Machine learning, data mining or chemometrics
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
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Description
TFIDF=Σ(項目頻度*逆ドキュメント頻度)
である。ここで、マッチする名詞ごとに、
(正規化した)項目頻度=ドキュメント内のマッチした名詞の出現数/ドキュメント内の名詞の総数
逆ドキュメント頻度=In(T/L)(即ち、(ドキュメント総数/名詞を含むドキュメントの数)の自然対数)である。
SFIDF=切替え頻度*逆ドキュメント頻度
である。ここで、
(正規化した)切替え頻度=参照ドキュメントの切替え回数/ドキュメントに関連した切替えの総数
逆ドキュメント頻度=In(T/L)(即ち、(ドキュメント総数/参照ドキュメントの少なくとも1回の切替えを伴うドキュメントの数)の自然対数)である。
Claims (5)
- 作業コンテキストにおけるタスクの実行に関連付けられたアイテムとのユーザ対話に関連する活動情報を監視し記録する、活動コンポーネントと、
字句の類似度を特定し、それにより、ユーザによって作業されるアイテム間の関係を推論するために、開始点として手掛りを含む参照アイテムと前記活動情報に関連付けられたアイテムとに対して字句分析を行う、分析コンポーネントと、
前記作業コンテキストを再構築するときに、前記活動情報と、前記字句分析から生じる字句の類似度とに基づいて候補アイテムを推論する、推論コンポーネントと、
元の作業コンテキストから離れた後の前記候補アイテムの取り出しを可能にし、作業コンテキストを再構築するために、前記候補アイテムを、前記作業コンテキストに関連する前記参照アイテムにコンテキスト的に関連するアイテムとして提示するプレゼンテーション・コンポーネントと、
前記活動コンポーネント、前記分析コンポーネント、前記推論コンポーネント、または前記プレゼンテーション・コンポーネントのうちの少なくとも1つに関連付けられるコンピュータ実行可能な命令を実行するプロセッサと
を備えたことを特徴とするコンピュータにより実施されるコンテキスト・システム。 - 前記活動コンポーネントは、ユーザの活動を、バックグラウンドの機能として、ユーザ対話なしで監視するバックグラウンド・コンポーネントをさらに含むことを特徴とする請求項1に記載のシステム。
- 前記字句分析の結果は、前記参照アイテムと前記候補アイテムとに共通して発見された項目であることを特徴とする請求項1に記載のシステム。
- 前記ユーザ対話は、プログラムまたはデータの間の切替え動作、プログラムまたはデータの間のコピー・ペースト動作、添付ファイルへのプログラムまたはデータの挿入動作、トグル頻度測定、タイムスタンプ動作、ブックマーク動作、リンク動作、アイテムをコピーとして別の場所へ保存する保存動作、または滞留時間のうちの少なくとも1つを含むことを特徴とする請求項1に記載のシステム。
- 前記活動情報をローカルまたはリモートのうちの少なくとも1つで記憶する記憶コンポーネントをさらに備えたことを特徴とする請求項1に記載のシステム。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US12/560,435 | 2009-09-16 | ||
US12/560,435 US8341175B2 (en) | 2009-09-16 | 2009-09-16 | Automatically finding contextually related items of a task |
PCT/US2010/049002 WO2011034974A2 (en) | 2009-09-16 | 2010-09-15 | Automatically finding contextually related items of a task |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2013505500A JP2013505500A (ja) | 2013-02-14 |
JP2013505500A5 JP2013505500A5 (ja) | 2013-10-03 |
JP5890308B2 true JP5890308B2 (ja) | 2016-03-22 |
Family
ID=43731513
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2012529888A Active JP5890308B2 (ja) | 2009-09-16 | 2010-09-15 | コンテキスト上関連するタスクアイテムの自動発見 |
Country Status (9)
Country | Link |
---|---|
US (2) | US8341175B2 (ja) |
EP (1) | EP2478431B1 (ja) |
JP (1) | JP5890308B2 (ja) |
KR (1) | KR101805934B1 (ja) |
CN (1) | CN102498464B (ja) |
ES (1) | ES2707277T3 (ja) |
MX (1) | MX2012003004A (ja) |
RU (1) | RU2573209C2 (ja) |
WO (1) | WO2011034974A2 (ja) |
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-
2009
- 2009-09-16 US US12/560,435 patent/US8341175B2/en active Active
-
2010
- 2010-09-15 KR KR1020127006793A patent/KR101805934B1/ko not_active Application Discontinuation
- 2010-09-15 ES ES10817796T patent/ES2707277T3/es active Active
- 2010-09-15 EP EP10817796.5A patent/EP2478431B1/en active Active
- 2010-09-15 RU RU2012110068/08A patent/RU2573209C2/ru not_active IP Right Cessation
- 2010-09-15 WO PCT/US2010/049002 patent/WO2011034974A2/en active Application Filing
- 2010-09-15 MX MX2012003004A patent/MX2012003004A/es active IP Right Grant
- 2010-09-15 CN CN201080041162.XA patent/CN102498464B/zh active Active
- 2010-09-15 JP JP2012529888A patent/JP5890308B2/ja active Active
-
2012
- 2012-11-23 US US13/684,474 patent/US20130103699A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
US20130103699A1 (en) | 2013-04-25 |
RU2012110068A (ru) | 2013-10-20 |
US8341175B2 (en) | 2012-12-25 |
US20110066619A1 (en) | 2011-03-17 |
RU2573209C2 (ru) | 2016-01-20 |
WO2011034974A2 (en) | 2011-03-24 |
CN102498464B (zh) | 2014-07-16 |
KR101805934B1 (ko) | 2017-12-07 |
ES2707277T3 (es) | 2019-04-03 |
CN102498464A (zh) | 2012-06-13 |
KR20120083335A (ko) | 2012-07-25 |
JP2013505500A (ja) | 2013-02-14 |
WO2011034974A3 (en) | 2011-07-21 |
EP2478431A4 (en) | 2014-11-19 |
EP2478431B1 (en) | 2018-10-24 |
EP2478431A2 (en) | 2012-07-25 |
MX2012003004A (es) | 2012-04-11 |
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