JP5248913B2 - レジャー活動を推奨するコンピュータシステム - Google Patents
レジャー活動を推奨するコンピュータシステム Download PDFInfo
- Publication number
- JP5248913B2 JP5248913B2 JP2008125470A JP2008125470A JP5248913B2 JP 5248913 B2 JP5248913 B2 JP 5248913B2 JP 2008125470 A JP2008125470 A JP 2008125470A JP 2008125470 A JP2008125470 A JP 2008125470A JP 5248913 B2 JP5248913 B2 JP 5248913B2
- Authority
- JP
- Japan
- Prior art keywords
- score
- user
- model
- collaborative filtering
- activity
- 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
- 230000000694 effects Effects 0.000 title claims description 82
- 238000001914 filtration Methods 0.000 claims description 26
- 239000002131 composite material Substances 0.000 claims description 11
- 238000000034 method Methods 0.000 description 19
- 230000000391 smoking effect Effects 0.000 description 9
- 238000012935 Averaging Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
- 230000005586 smoking cessation Effects 0.000 description 3
- 238000010411 cooking Methods 0.000 description 2
- 235000012054 meals Nutrition 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 230000006399 behavior Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000035622 drinking Effects 0.000 description 1
- 235000013305 food Nutrition 0.000 description 1
- 239000000779 smoke Substances 0.000 description 1
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
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/40—Business processes related to the transportation industry
-
- 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
Landscapes
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Economics (AREA)
- Marketing (AREA)
- Theoretical Computer Science (AREA)
- General Business, Economics & Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Game Theory and Decision Science (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Primary Health Care (AREA)
- Tourism & Hospitality (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Description
Claims (4)
- ユーザに対しレジャー活動を推奨するコンピュータシステムであって、
プロセッサと、
協調フィルタリングモデル、ソフトクエリーモデル、コンテンツ嗜好モデル及び距離モデルを含む推奨アプリケーションを記憶する記憶手段と、
前記プロセッサが、レジャー活動に対する少なくとも1個の問合せを受信する受信機構と、
前記プロセッサが前記推奨アプリケーションを実行することにより、前記協調フィルタリングモデルに基づいて候補活動の協調フィルタリングスコアを計算する協調フィルタリング機構と、
前記プロセッサが前記推奨アプリケーションを実行することにより、前記ソフトクエリーモデルに基づいて前記候補活動のソフトクエリースコアを計算するソフトクエリースコアリング機構と、
前記プロセッサが前記推奨アプリケーションを実行することにより、前記コンテンツ嗜好モデルおよびユーザの過去の行動に基づいて前記候補活動のコンテンツ嗜好スコアを計算するコンテンツ嗜好スコアリング機構と、
前記プロセッサが前記推奨アプリケーションを実行することにより、前記距離モデルに基づいてユーザの現在位置及び移動速度から候補となるレジャー活動の位置と当該ユーザの位置との距離及び当該ユーザの移動範囲を算出し、その算出した距離及び移動範囲に基づき前記候補活動の距離スコアを計算する距離スコアリング機構と、
前記プロセッサが、前記協調フィルタリングスコア、前記ソフトクエリースコア、前記コンテンツ嗜好スコア、および前記距離スコアの加重平均を計算することにより前記候補活動の複合スコアを生成する複合スコアリング機構と、
前記プロセッサが、最高の複合スコアを有する活動を含む推奨リストを返すプレゼンテーション機構と、
を有するコンピュータシステム。 - 前記協調フィルタリング機構は、更に、前記協調フィルタリングスコアを決定する一方、一組のユーザプロファイリング情報を受信する請求項1に記載のコンピュータシステム。
- 前記協調フィルタリング機構は、更に、前記協調フィルタリングスコアを決定する一方、ユーザがマッチングされる同一プロファイルグループ内の他のユーザが提出した候補活動に対する1個以上の評価を取得する請求項1に記載のコンピュータシステム。
- 前記ソフトクエリースコアリング機構は、前記ソフトクエリーを決定する一方、ユーザから嗜好情報を受信する請求項1に記載のコンピュータシステム。
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/856,913 US7743067B2 (en) | 2007-09-18 | 2007-09-18 | Mixed-model recommender for leisure activities |
US11/856,913 | 2007-09-18 |
Publications (2)
Publication Number | Publication Date |
---|---|
JP2009076039A JP2009076039A (ja) | 2009-04-09 |
JP5248913B2 true JP5248913B2 (ja) | 2013-07-31 |
Family
ID=40040028
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2008125470A Active JP5248913B2 (ja) | 2007-09-18 | 2008-05-13 | レジャー活動を推奨するコンピュータシステム |
Country Status (4)
Country | Link |
---|---|
US (1) | US7743067B2 (ja) |
EP (1) | EP2040213A1 (ja) |
JP (1) | JP5248913B2 (ja) |
KR (1) | KR101558910B1 (ja) |
Families Citing this family (39)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7836001B2 (en) * | 2007-09-14 | 2010-11-16 | Palo Alto Research Center Incorporated | Recommender system with AD-HOC, dynamic model composition |
US7904442B2 (en) * | 2007-10-31 | 2011-03-08 | Intuit Inc. | Method and apparatus for facilitating a collaborative search procedure |
US8321261B2 (en) | 2007-12-14 | 2012-11-27 | John Nicholas and Kristin Gross | Integrated gourmet item data collection, recommender and vending system and method |
US8560371B2 (en) * | 2008-09-26 | 2013-10-15 | Microsoft Corporation | Suggesting things to do during time slots in a schedule |
ES2351565B1 (es) * | 2009-01-19 | 2011-12-12 | Vodafone España, S.A.U. | Metodo para compartir y registrar logros obtenidos en servicios web. |
KR101270747B1 (ko) * | 2009-11-19 | 2013-06-03 | 한국전자통신연구원 | 온톨로지 기반의 서비스 추천 장치 및 방법 |
KR101628054B1 (ko) | 2009-12-28 | 2016-06-08 | 삼성전자주식회사 | 가상 공간 제공 장치 및 방법 |
US20110191697A1 (en) * | 2010-02-03 | 2011-08-04 | Victor Sumner | Method and system for discovery of local activities based on autonomous suggestion for discovery of local activities |
US8412726B2 (en) | 2010-06-03 | 2013-04-02 | Microsoft Corporation | Related links recommendation |
US8346746B2 (en) * | 2010-09-07 | 2013-01-01 | International Business Machines Corporation | Aggregation, organization and provision of professional and social information |
US9098606B1 (en) | 2010-12-21 | 2015-08-04 | Google Inc. | Activity assistant |
US20120179717A1 (en) * | 2011-01-11 | 2012-07-12 | Sony Corporation | System and method for effectively providing entertainment recommendations to device users |
US9659317B2 (en) * | 2011-02-24 | 2017-05-23 | International Business Machines Corporation | Individual online price adjustments in real time |
US20120238295A1 (en) * | 2011-03-14 | 2012-09-20 | Nokia Corporation | Method and apparatus for recommending content based on content provision models associated with spatial regions |
US9122757B1 (en) * | 2011-06-19 | 2015-09-01 | Mr. Buzz, Inc. | Personal concierge plan and itinerary generator |
US9547369B1 (en) | 2011-06-19 | 2017-01-17 | Mr. Buzz, Inc. | Dynamic sorting and inference using gesture based machine learning |
US8671068B2 (en) * | 2011-09-22 | 2014-03-11 | Toyota Jidosha Kabushiki Kaisha | Content recommendation system |
US11727249B2 (en) | 2011-09-28 | 2023-08-15 | Nara Logics, Inc. | Methods for constructing and applying synaptic networks |
US10789526B2 (en) | 2012-03-09 | 2020-09-29 | Nara Logics, Inc. | Method, system, and non-transitory computer-readable medium for constructing and applying synaptic networks |
US8732101B1 (en) | 2013-03-15 | 2014-05-20 | Nara Logics, Inc. | Apparatus and method for providing harmonized recommendations based on an integrated user profile |
US8170971B1 (en) | 2011-09-28 | 2012-05-01 | Ava, Inc. | Systems and methods for providing recommendations based on collaborative and/or content-based nodal interrelationships |
US11151617B2 (en) | 2012-03-09 | 2021-10-19 | Nara Logics, Inc. | Systems and methods for providing recommendations based on collaborative and/or content-based nodal interrelationships |
US10467677B2 (en) | 2011-09-28 | 2019-11-05 | Nara Logics, Inc. | Systems and methods for providing recommendations based on collaborative and/or content-based nodal interrelationships |
US9053424B1 (en) * | 2012-10-26 | 2015-06-09 | Google Inc. | Learning mechanism for recommended reordering of elements based on demographic information |
US20140280576A1 (en) * | 2013-03-14 | 2014-09-18 | Google Inc. | Determining activities relevant to groups of individuals |
US20140297455A1 (en) * | 2013-03-29 | 2014-10-02 | Ebay Inc. | Routine suggestion system |
US10565993B2 (en) | 2015-01-30 | 2020-02-18 | Disney Enterprises, Inc. | Enhancing group decisions within social messaging applications |
US10475121B1 (en) * | 2015-10-07 | 2019-11-12 | Wells Fargo Bank, N.A. | Identification of loss risk candidates for financial institutions |
US11093834B2 (en) | 2016-07-06 | 2021-08-17 | Palo Alto Research Center Incorporated | Computer-implemented system and method for predicting activity outcome based on user attention |
US10885478B2 (en) | 2016-07-06 | 2021-01-05 | Palo Alto Research Center Incorporated | Computer-implemented system and method for providing contextually relevant task recommendations to qualified users |
US11477302B2 (en) * | 2016-07-06 | 2022-10-18 | Palo Alto Research Center Incorporated | Computer-implemented system and method for distributed activity detection |
US20180012229A1 (en) | 2016-07-06 | 2018-01-11 | Palo Alto Research Center Incorporated | Computer-Implemented System And Method For Providing Contextually Relevant Servicing |
CN108280200B (zh) * | 2018-01-29 | 2021-11-09 | 百度在线网络技术(北京)有限公司 | 用于推送信息的方法和装置 |
CN108460631B (zh) * | 2018-02-13 | 2021-03-09 | 口口相传(北京)网络技术有限公司 | 多元化信息的混合推送方法及装置 |
US11093871B2 (en) * | 2018-04-16 | 2021-08-17 | International Business Machines Corporation | Facilitating micro-task performance during down-time |
JP2022517052A (ja) | 2018-09-24 | 2022-03-04 | パナソニックIpマネジメント株式会社 | 個人体験旅程 |
US11048767B2 (en) * | 2018-11-16 | 2021-06-29 | Sap Se | Combination content search |
JP7466088B2 (ja) * | 2019-10-28 | 2024-04-12 | パナソニックIpマネジメント株式会社 | 行動推定システム |
KR102446341B1 (ko) | 2020-02-12 | 2022-09-23 | 고려대학교 산학협력단 | 여가문화 활동 추천 장치 및 방법 |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH05143341A (ja) * | 1991-11-15 | 1993-06-11 | Ricoh Co Ltd | 問題解決装置およびそれを用いた診断システム |
AU2001272889A1 (en) | 2000-07-24 | 2002-02-05 | C5 Solutions Pte Ltd. | Method and apparatus for providing context sensitive advertisements to mobile users |
US6968334B2 (en) | 2001-05-15 | 2005-11-22 | Nokia Corporation | Method and business process to maintain privacy in distributed recommendation systems |
US20030126606A1 (en) * | 2001-12-27 | 2003-07-03 | Koninklijke Philips Esectronics N.V. | Hierarchical decision fusion of recommender scores |
JP3946706B2 (ja) * | 2004-03-29 | 2007-07-18 | 有限会社フジモト・リサーチパーク | 情報処理装置およびプログラム |
-
2007
- 2007-09-18 US US11/856,913 patent/US7743067B2/en active Active
-
2008
- 2008-03-10 EP EP08102438A patent/EP2040213A1/en not_active Ceased
- 2008-05-13 JP JP2008125470A patent/JP5248913B2/ja active Active
- 2008-09-18 KR KR1020080091466A patent/KR101558910B1/ko active IP Right Grant
Also Published As
Publication number | Publication date |
---|---|
JP2009076039A (ja) | 2009-04-09 |
US7743067B2 (en) | 2010-06-22 |
KR20090029672A (ko) | 2009-03-23 |
KR101558910B1 (ko) | 2015-10-12 |
EP2040213A1 (en) | 2009-03-25 |
US20090077057A1 (en) | 2009-03-19 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP5248913B2 (ja) | レジャー活動を推奨するコンピュータシステム | |
Aliannejadi et al. | Personalized context-aware point of interest recommendation | |
US7882056B2 (en) | Method and system to predict and recommend future goal-oriented activity | |
De Pessemier et al. | Comparison of group recommendation algorithms | |
US8825639B2 (en) | Endorsing search results | |
US8880516B2 (en) | Endorsing local search results | |
US6931399B2 (en) | Method and apparatus for providing personalized relevant information | |
KR101704887B1 (ko) | 컴퓨터 판독가능한 저장 매체 | |
US9110894B2 (en) | Systems and methods for determining related places | |
US20190340537A1 (en) | Personalized Match Score For Places | |
KR20160038068A (ko) | 컴퓨팅 어드바이스 수단에서의 흥미도 추천 | |
Braunhofer et al. | Context dependent preference acquisition with personality-based active learning in mobile recommender systems | |
TW201042476A (en) | System and method for communal search | |
Braunhofer et al. | Techniques for cold-starting context-aware mobile recommender systems for tourism | |
EP2105846A1 (en) | Method of recommending content items | |
JP7082008B2 (ja) | 情報処理装置、情報処理方法、及び情報処理プログラム | |
Xiang et al. | Searching the travel network | |
JP2020161076A (ja) | 情報処理装置、情報処理方法及びプログラム | |
Dean-Hall | An Evaluation of Contextual Suggestion | |
KR20230155081A (ko) | 객체 추천 시스템 및 그 동작 방법 | |
KR20230101029A (ko) | 소비대상 경험 공유 시스템 | |
Zanker et al. | Exploiting Feedback from Users of innsbruck. mobile for Personalization |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20110510 |
|
A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20121115 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20121120 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20130219 |
|
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: 20130319 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20130411 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 5248913 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20160419 Year of fee payment: 3 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |