KR102693928B1 - 프로젝트 가속화의 자동화된 평가 - Google Patents

프로젝트 가속화의 자동화된 평가 Download PDF

Info

Publication number
KR102693928B1
KR102693928B1 KR1020190129628A KR20190129628A KR102693928B1 KR 102693928 B1 KR102693928 B1 KR 102693928B1 KR 1020190129628 A KR1020190129628 A KR 1020190129628A KR 20190129628 A KR20190129628 A KR 20190129628A KR 102693928 B1 KR102693928 B1 KR 102693928B1
Authority
KR
South Korea
Prior art keywords
project
projects
subset
value
probability
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
Application number
KR1020190129628A
Other languages
English (en)
Korean (ko)
Other versions
KR20200045416A (ko
Inventor
알라스데어 배일리
메간 아가르왈
티보르 메인친거
자넷 바네스
Original Assignee
오라클 인터내셔날 코포레이션
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 오라클 인터내셔날 코포레이션 filed Critical 오라클 인터내셔날 코포레이션
Publication of KR20200045416A publication Critical patent/KR20200045416A/ko
Application granted granted Critical
Publication of KR102693928B1 publication Critical patent/KR102693928B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375—Prediction of business process outcome or impact based on a proposed change
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/10—Office automation; Time management
    • G06Q10/103—Workflow collaboration or project management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • 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
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5072—Grid computing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/06313—Resource planning in a project environment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/06316—Sequencing of tasks or work
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/0633—Workflow analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/10—Office automation; Time management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q50/50—Business processes related to the communications industry
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Educational Administration (AREA)
  • Computing Systems (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Databases & Information Systems (AREA)
  • Computational Linguistics (AREA)
  • Human Computer Interaction (AREA)
  • Computational Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
KR1020190129628A 2018-10-19 2019-10-18 프로젝트 가속화의 자동화된 평가 Active KR102693928B1 (ko)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201862748281P 2018-10-19 2018-10-19
US62/748,281 2018-10-19
US16/560,414 US11468379B2 (en) 2018-10-19 2019-09-04 Automated evaluation of project acceleration
US16/560,414 2019-09-04

Publications (2)

Publication Number Publication Date
KR20200045416A KR20200045416A (ko) 2020-05-04
KR102693928B1 true KR102693928B1 (ko) 2024-08-09

Family

ID=70279196

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020190129628A Active KR102693928B1 (ko) 2018-10-19 2019-10-18 프로젝트 가속화의 자동화된 평가

Country Status (4)

Country Link
US (2) US11468379B2 (https=)
JP (1) JP7365840B2 (https=)
KR (1) KR102693928B1 (https=)
CN (1) CN111080225A (https=)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10924348B1 (en) 2019-04-24 2021-02-16 Snap Inc. Split decision trees on client and server
CN110198244B (zh) * 2019-06-19 2022-02-18 北京百度网讯科技有限公司 面向异构云服务的资源配置方法和装置
US12033097B2 (en) 2020-08-06 2024-07-09 Accenture Global Solutions Limited Utilizing machine learning and predictive modeling to manage and determine a predicted success rate of new product development
JP7488718B2 (ja) * 2020-08-11 2024-05-22 株式会社日立社会情報サービス プロジェクト予兆検知装置及びプロジェクト予兆検知方法
JP7625616B2 (ja) 2020-10-30 2025-02-03 株式会社マネジメントソリューションズ プロジェクト成功確率算出システム，プロジェクト成功確率算出方法、及びプロジェクト成功確率算出プログラム
US12124924B2 (en) * 2020-11-17 2024-10-22 International Business Machines Corporation Machine-learning model to predict probability of success of an operator in a PaaS cloud environment
US11983498B2 (en) * 2021-03-18 2024-05-14 Augmented Intelligence Technologies, Inc. System and methods for language processing of document sequences using a neural network
US11900325B2 (en) * 2021-07-19 2024-02-13 Accenture Global Solutions Limited Utilizing a combination of machine learning models to determine a success probability for a software product
US11983653B2 (en) * 2021-11-08 2024-05-14 Procore Technologies, Inc. Machine-learning-based prediction of construction project parameters
US20230351283A1 (en) * 2022-04-28 2023-11-02 International Business Machines Corporation Intelligent project optimization experience

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007018163A (ja) * 2005-07-06 2007-01-25 Ns Solutions Corp 進捗管理装置
JP2015090604A (ja) * 2013-11-06 2015-05-11 株式会社アイ・ピー・エス プロジェクトデータ管理サーバ、およびプロジェクトデータ管理プログラム
US20160171406A1 (en) * 2014-12-16 2016-06-16 Oracle International Corporation System and method for intelligent project schedule forecasting
US20170163587A1 (en) * 2015-12-04 2017-06-08 Microsoft Technology Licensing, Llc Onboarding of a Service Based on Client Feedback of Task Completion

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6938007B1 (en) * 1996-06-06 2005-08-30 Electronics Data Systems Corporation Method of pricing application software
JP2004213447A (ja) 2003-01-07 2004-07-29 Mitsubishi Electric Corp 支援装置及び支援方法及び支援プログラム
US20050114829A1 (en) * 2003-10-30 2005-05-26 Microsoft Corporation Facilitating the process of designing and developing a project
WO2008096275A2 (en) * 2007-02-09 2008-08-14 Abram John E Automated data management for performance reports
US20110153506A1 (en) * 2009-12-23 2011-06-23 Acumen Pm, Llc Project analysis tool
US8527327B1 (en) * 2010-03-21 2013-09-03 Mark Lawrence Method and apparatus to manage project control
JP2011204098A (ja) 2010-03-26 2011-10-13 Hitachi Solutions Ltd プロジェクト管理における遅延情報可視化装置
CN103649974B (zh) * 2011-03-21 2019-02-22 塔雷科·莫哈梅德·莫哈梅德·赫加兹 工期优化系统与方法
US9251484B2 (en) 2012-06-01 2016-02-02 International Business Machines Corporation Predicting likelihood of on-time product delivery, diagnosing issues that threaten delivery, and exploration of likely outcome of different solutions
US20160086110A1 (en) * 2014-09-18 2016-03-24 Tin Kam Ho Systems and methods for workflow analysis
US20160260047A1 (en) * 2015-03-03 2016-09-08 BetterWorks Systems, Inc. Monitoring individual and aggregate progress of multiple team members
US10679143B2 (en) * 2016-07-01 2020-06-09 International Business Machines Corporation Multi-layer information fusing for prediction
US20180046940A1 (en) * 2016-08-15 2018-02-15 Google Inc. Optimized machine learning system
WO2018141012A1 (en) * 2017-02-01 2018-08-09 Lucock IP Holdings Pty Ltd Workplace task management system and process
EP3438897A1 (en) 2017-08-04 2019-02-06 Swisscom (Schweiz) AG Task allocator for crowd sourcing network
US10394853B2 (en) * 2017-08-21 2019-08-27 Qualtrics, Llc Providing a self-maintaining automated chat response generator
US11036938B2 (en) * 2017-10-20 2021-06-15 ConceptDrop Inc. Machine learning system for optimizing projects
RU2686000C1 (ru) * 2018-06-20 2019-04-23 Общество с ограниченной ответственностью "Аби Продакшн" Извлечение информационных объектов с использованием комбинации классификаторов, анализирующих локальные и нелокальные признаки

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007018163A (ja) * 2005-07-06 2007-01-25 Ns Solutions Corp 進捗管理装置
JP2015090604A (ja) * 2013-11-06 2015-05-11 株式会社アイ・ピー・エス プロジェクトデータ管理サーバ、およびプロジェクトデータ管理プログラム
US20160171406A1 (en) * 2014-12-16 2016-06-16 Oracle International Corporation System and method for intelligent project schedule forecasting
US20170163587A1 (en) * 2015-12-04 2017-06-08 Microsoft Technology Licensing, Llc Onboarding of a Service Based on Client Feedback of Task Completion

Also Published As

Publication number Publication date
KR20200045416A (ko) 2020-05-04
US20230034554A1 (en) 2023-02-02
US12277517B2 (en) 2025-04-15
CN111080225A (zh) 2020-04-28
JP2020091843A (ja) 2020-06-11
JP7365840B2 (ja) 2023-10-20
US20200126012A1 (en) 2020-04-23
US11468379B2 (en) 2022-10-11

Similar Documents

Publication Publication Date Title
KR102693928B1 (ko) 프로젝트 가속화의 자동화된 평가
US12002094B2 (en) Systems and methods for generating gradient-boosted models with improved fairness
US11893466B2 (en) Systems and methods for model fairness
KR102725651B1 (ko) 매장 수요 예측 모델을 학습시키는 기법
US11816718B2 (en) Heterogeneous graph embedding
CN113743615B (zh) 简化机器学习的特征移除框架
US20160267503A1 (en) System and method for predicting sales
US11004005B1 (en) Electronic problem solving board
US20230034820A1 (en) Systems and methods for managing, distributing and deploying a recursive decisioning system based on continuously updating machine learning models
Verenich et al. Minimizing overprocessing waste in business processes via predictive activity ordering
US20240054501A1 (en) Systems and Methods for Improving Customer Satisfaction Post-Sale
Branchi et al. Learning to act: a reinforcement learning approach to recommend the best next activities
Agarwal et al. Machine Learning and Natural Language Processing in Supply Chain Management: A Comprehensive Review and Future Research Directions.
CN120144763B (zh) 一种基于情感分析的烟草企业客户分类分档方法及系统
US20250378383A1 (en) Agent query techniques for multi-agent simulator platform
US11776006B2 (en) Survey generation framework
Qureshi et al. Demand forecasting in supply chain management for rossmann stores using weather enhanced deep learning model
CN119761857A (zh) 一种采购计划生成方法、装置及电子设备
JP2021103382A (ja) プロジェクト加速の自動評価
Nalabala et al. Financial predictions based on fusion models-a systematic review
CN120045782A (zh) 商机推荐方法、装置、计算机设备及存储介质
Lazzeri et al. Machine learning governance for managers
Saif Software Effort Estimation for Successful Software Application Development
US20250139674A1 (en) Computing metrics from unstructured datatypes of a semantic knowledge database ontology
CN119623995B (zh) 一种零部件需求预测方法、装置、计算机设备及存储介质

Legal Events

Date Code Title Description
PA0109 Patent application

Patent event code: PA01091R01D

Comment text: Patent Application

Patent event date: 20191018

PG1501 Laying open of application
A201 Request for examination
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20221018

Comment text: Request for Examination of Application

Patent event code: PA02011R01I

Patent event date: 20191018

Comment text: Patent Application

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

Comment text: Notification of reason for refusal

Patent event date: 20231025

Patent event code: PE09021S01D

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20240531

GRNT Written decision to grant
PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20240806

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20240806

End annual number: 3

Start annual number: 1

PG1601 Publication of registration