JP5788850B2 - データ分析支援装置 - Google Patents
データ分析支援装置 Download PDFInfo
- Publication number
- JP5788850B2 JP5788850B2 JP2012214884A JP2012214884A JP5788850B2 JP 5788850 B2 JP5788850 B2 JP 5788850B2 JP 2012214884 A JP2012214884 A JP 2012214884A JP 2012214884 A JP2012214884 A JP 2012214884A JP 5788850 B2 JP5788850 B2 JP 5788850B2
- Authority
- JP
- Japan
- Prior art keywords
- variable
- variation
- type
- rule
- data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/11—File system administration, e.g. details of archiving or snapshots
- G06F16/122—File system administration, e.g. details of archiving or snapshots using management policies
- G06F16/125—File system administration, e.g. details of archiving or snapshots using management policies characterised by the use of retention policies
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/16—File or folder operations, e.g. details of user interfaces specifically adapted to file systems
- G06F16/162—Delete operations
-
- 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
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/284—Relational databases
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Theoretical Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- Databases & Information Systems (AREA)
- Tourism & Hospitality (AREA)
- Development Economics (AREA)
- Operations Research (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Game Theory and Decision Science (AREA)
- Quality & Reliability (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Educational Administration (AREA)
- Human Computer Interaction (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Complex Calculations (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Description
変数バリエーション生成部14は、ステップS3で前処理を実行した分析対象データ中の各変数に対して、変数のタイプに適合する変数バリエーションルールを変数バリエーションルール保管部22から選択し、当該変数バリエーションルールを適用する。すなわち、変数バリエーション生成部14は、変数タイプと変数バリエーションルールとに基づいて、各変数のバリエーションを生成する。また、変数バリエーション生成部14は、生成により増えたバリエーション及び分析対象データ(以下、分析データともいう)を分析データセット保管部23に書込む(ステップS4)。
Claims (3)
- 目的変数と前記目的変数に対する説明変数の候補である各変数とを有する分析対象データから前記各変数のバリエーションを生成することにより、前記分析対象データの分析を支援するデータ分析支援装置であって、
前記各変数について、変数の型を表す変数タイプの判定を試み、判定できた場合のみ変数タイプを割り当てる変数タイプ判定手段と、
前記判定により割り当てられた変数タイプと、予め変数タイプ別に変数のバリエーションの生成方法を規定した変数バリエーションルールとに基づいて、前記各変数のバリエーションを生成する変数バリエーション生成手段と、
前記生成されたバリエーションにおける前記目的変数への寄与率を算出し、この寄与率に基づいて、当該バリエーションを採用するか削除するかを判定する変数寄与率判定手段と、
を備えたことを特徴とするデータ分析支援装置。 - 請求項1に記載のデータ分析支援装置において、
前記変数バリエーションルールを記憶する変数バリエーションルール記憶手段と、
入力されたルール変更指示に応じて、前記変数バリエーションルール記憶手段内の変数バリエーションルールを変更するルール変更手段と
を備えたことを特徴とするデータ分析支援装置。 - 請求項1又は請求項2に記載のデータ分析支援装置において、
前記変数の型は、時間によって値が変化する変数を指す時間型又は空間上の位置によって値が変化する変数を指す空間型であり、
前記変数タイプ判定手段は、前記各変数を特定する主キーの変数の変数名及び前記主キーの変数の変数値の値のリストのうちの少なくとも前記変数名と、前記主キーの変数を個別に包括するカテゴリを表す前記変数の型とが予め関連付けて定義されており、前記変数名及び前記変数値の値のリストのうちの少なくとも前記変数名に基づいて、前記判定を試みることを特徴とするデータ分析支援装置。
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2012214884A JP5788850B2 (ja) | 2012-09-27 | 2012-09-27 | データ分析支援装置 |
CN201380050377.1A CN104685492B (zh) | 2012-09-27 | 2013-07-04 | 数据分析支援装置 |
PCT/JP2013/068362 WO2014050248A1 (ja) | 2012-09-27 | 2013-07-04 | データ分析支援装置 |
EP13842938.6A EP2902919A4 (en) | 2012-09-27 | 2013-07-04 | DEVICE FOR ASSISTING DATA ANALYSIS |
US14/671,536 US10515051B2 (en) | 2012-09-27 | 2015-03-27 | Data analysis supporting apparatus |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2012214884A JP5788850B2 (ja) | 2012-09-27 | 2012-09-27 | データ分析支援装置 |
Publications (2)
Publication Number | Publication Date |
---|---|
JP2014071492A JP2014071492A (ja) | 2014-04-21 |
JP5788850B2 true JP5788850B2 (ja) | 2015-10-07 |
Family
ID=50387665
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2012214884A Active JP5788850B2 (ja) | 2012-09-27 | 2012-09-27 | データ分析支援装置 |
Country Status (5)
Country | Link |
---|---|
US (1) | US10515051B2 (ja) |
EP (1) | EP2902919A4 (ja) |
JP (1) | JP5788850B2 (ja) |
CN (1) | CN104685492B (ja) |
WO (1) | WO2014050248A1 (ja) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017203601A1 (ja) * | 2016-05-24 | 2017-11-30 | 三井情報株式会社 | 情報処理装置、情報処理方法、情報処理システム及びプログラム |
Family Cites Families (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0328255A (ja) | 1989-06-27 | 1991-02-06 | Mitsui Toatsu Chem Inc | 熱可塑性樹脂組成物 |
US5557773A (en) * | 1991-06-12 | 1996-09-17 | Wang; Cheh C. | Computational automation for global objectives |
JPH11328255A (ja) | 1998-05-14 | 1999-11-30 | Hitachi Ltd | 時系列データ変動監視装置および該装置に係るプログラムを記憶した記憶媒体 |
JP2000020504A (ja) | 1998-06-30 | 2000-01-21 | Toshiba Corp | 目的変数の説明または予測方法、および目的変数を説明または予測するプログラムを記録した記録媒体 |
JP4234841B2 (ja) * | 1999-04-23 | 2009-03-04 | 富士通株式会社 | データ分析装置 |
US7630986B1 (en) * | 1999-10-27 | 2009-12-08 | Pinpoint, Incorporated | Secure data interchange |
JP3488161B2 (ja) * | 2000-01-31 | 2004-01-19 | Necエレクトロニクス株式会社 | プログラム開発装置、プログラム開発方法及びプログラム開発プログラムを記録した記録媒体 |
US6816786B2 (en) * | 2000-04-18 | 2004-11-09 | Devrie S Intriligator | Space weather prediction system and method |
TW525417B (en) * | 2000-08-11 | 2003-03-21 | Ind Tech Res Inst | Composite through hole structure |
US6859785B2 (en) * | 2001-01-11 | 2005-02-22 | Case Strategy Llp | Diagnostic method and apparatus for business growth strategy |
US6662169B2 (en) * | 2001-04-12 | 2003-12-09 | Ralph E. Rose | Controlling the self learning behavior of an autonomous agent |
CN101387127B (zh) * | 2004-12-14 | 2011-03-09 | 株式会社东芝 | 雨水排水控制系统和控制方法 |
US20060218108A1 (en) * | 2005-03-24 | 2006-09-28 | Sergey Panfilov | System for soft computing simulation |
JP4888038B2 (ja) * | 2006-10-17 | 2012-02-29 | 富士通株式会社 | 時間種特性生成システム、時間種特性生成方法および時間種特性生成プログラム |
US8651507B2 (en) * | 2007-06-27 | 2014-02-18 | Daedalus Wings, Inc. | Mounting assembly for attaching auxiliary equipment to a wheelchair |
US20090083738A1 (en) * | 2007-09-25 | 2009-03-26 | Microsoft Corporation | Automated data object set administration |
JP5130851B2 (ja) * | 2007-09-27 | 2013-01-30 | 富士通株式会社 | モデル作成支援システム、モデル作成支援方法、モデル作成支援プログラム |
US8515862B2 (en) * | 2008-05-29 | 2013-08-20 | Sas Institute Inc. | Computer-implemented systems and methods for integrated model validation for compliance and credit risk |
-
2012
- 2012-09-27 JP JP2012214884A patent/JP5788850B2/ja active Active
-
2013
- 2013-07-04 WO PCT/JP2013/068362 patent/WO2014050248A1/ja active Application Filing
- 2013-07-04 EP EP13842938.6A patent/EP2902919A4/en not_active Withdrawn
- 2013-07-04 CN CN201380050377.1A patent/CN104685492B/zh active Active
-
2015
- 2015-03-27 US US14/671,536 patent/US10515051B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
EP2902919A4 (en) | 2016-05-04 |
EP2902919A1 (en) | 2015-08-05 |
US10515051B2 (en) | 2019-12-24 |
CN104685492A (zh) | 2015-06-03 |
JP2014071492A (ja) | 2014-04-21 |
CN104685492B (zh) | 2018-07-10 |
WO2014050248A1 (ja) | 2014-04-03 |
US20150199368A1 (en) | 2015-07-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US9229966B2 (en) | Object modeling for exploring large data sets | |
WO2017167284A1 (zh) | 商户配送范围的调整方法和装置 | |
JP6354059B2 (ja) | 財務情報分析システム、及びプログラム | |
CN105718490A (zh) | 一种用于更新分类模型的方法及装置 | |
TW201738780A (zh) | 利用訓練資料訓練模型的方法和訓練系統 | |
Shao et al. | Multivariate statistical and similarity measure based semiparametric modeling of the probability distribution: A novel approach to the case study of mid-long term electricity consumption forecasting in China | |
JP2015088037A (ja) | 資金フロー分析装置及び方法 | |
US10740772B2 (en) | Systems and methods for forecasting based upon time series data | |
CN116401379A (zh) | 金融产品数据推送方法、装置、设备及存储介质 | |
Warr | The Gregory thesis visits the tropics | |
CN116468536A (zh) | 一种自动化风险控制规则生成的方法 | |
KR20210068319A (ko) | 폐쇄 데이터를 이용하는 개인화된 데이터 모델 | |
Sriworamas et al. | Optimal reservoir of small reservoirs by optimization techniques on reservoir simulation model | |
JP5788850B2 (ja) | データ分析支援装置 | |
Xu et al. | An improved credit card users default prediction model based on RIPPER | |
CN101510124B (zh) | 语境相关敏感提示输入法 | |
Kwasi Fosu et al. | Gains from trade: Implications for labour market adjustment and poverty reduction in Africa | |
CN116882323A (zh) | 一种考虑时序性及细分任务的自适应代理策略优化方法 | |
EP3391252A1 (en) | Systems and methods for forecasting based upon time series data | |
Rabe et al. | Improving the performance of a logistics assistance system for materials trading networks by grouping similar actions | |
CN115936875A (zh) | 金融产品挂单处理方法和装置 | |
Das et al. | The blessing of dimensionality in forecasting real house price growth in the nine census divisions of the US | |
Wang et al. | Analyzing PSU’s performance: A case from ministry of petroleum and natural gas of India | |
JP6414321B2 (ja) | 人数予測システム、人数予測方法および人数予測プログラム | |
Coto‐Martinez et al. | The Relative Price of Non‐traded Goods under Imperfect Competition |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20140319 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20150317 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20150513 |
|
TRDD | Decision of grant or rejection written | ||
A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20150707 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20150730 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 5788850 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
S533 | Written request for registration of change of name |
Free format text: JAPANESE INTERMEDIATE CODE: R313533 |
|
R350 | Written notification of registration of transfer |
Free format text: JAPANESE INTERMEDIATE CODE: R350 |