EP3803635A4 - DATA VISUALIZATION PLATFORM FOR EVENT-BASED BEHAVIOR GROUPING - Google Patents

DATA VISUALIZATION PLATFORM FOR EVENT-BASED BEHAVIOR GROUPING Download PDF

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Publication number
EP3803635A4
EP3803635A4 EP19819639.6A EP19819639A EP3803635A4 EP 3803635 A4 EP3803635 A4 EP 3803635A4 EP 19819639 A EP19819639 A EP 19819639A EP 3803635 A4 EP3803635 A4 EP 3803635A4
Authority
EP
European Patent Office
Prior art keywords
event
data visualization
visualization platform
based behavior
behavior grouping
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.)
Withdrawn
Application number
EP19819639.6A
Other languages
German (de)
French (fr)
Other versions
EP3803635A1 (en
Inventor
Periklis Andritsos
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Odaia Intelligence Inc
Original Assignee
Odaia Intelligence Inc
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
Priority claimed from US16/005,069 external-priority patent/US10885058B2/en
Priority claimed from CA3007786A external-priority patent/CA3007786C/en
Application filed by Odaia Intelligence Inc filed Critical Odaia Intelligence Inc
Priority to EP22154374.7A priority Critical patent/EP4071632A3/en
Publication of EP3803635A1 publication Critical patent/EP3803635A1/en
Publication of EP3803635A4 publication Critical patent/EP3803635A4/en
Withdrawn legal-status Critical Current

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Classifications

    • 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
    • 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
    • G06F16/285—Clustering or classification
    • G06F16/287—Visualization; Browsing
    • 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
    • G06F16/29—Geographical information databases
    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
    • 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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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Genetics & Genomics (AREA)
  • Epidemiology (AREA)
  • Physiology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Remote Sensing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Image Analysis (AREA)
EP19819639.6A 2018-06-11 2019-06-11 DATA VISUALIZATION PLATFORM FOR EVENT-BASED BEHAVIOR GROUPING Withdrawn EP3803635A4 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
EP22154374.7A EP4071632A3 (en) 2018-06-11 2019-06-11 Data visualization platform for event-based behavior clustering

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/005,069 US10885058B2 (en) 2018-06-11 2018-06-11 Data visualization platform for event-based behavior clustering
CA3007786A CA3007786C (en) 2018-06-11 2018-06-11 Data visualization platform for event-based behavior clustering
PCT/CA2019/050823 WO2019237193A1 (en) 2018-06-11 2019-06-11 Data visualization platform for event-based behavior clustering

Related Child Applications (1)

Application Number Title Priority Date Filing Date
EP22154374.7A Division EP4071632A3 (en) 2018-06-11 2019-06-11 Data visualization platform for event-based behavior clustering

Publications (2)

Publication Number Publication Date
EP3803635A1 EP3803635A1 (en) 2021-04-14
EP3803635A4 true EP3803635A4 (en) 2021-08-04

Family

ID=68842196

Family Applications (2)

Application Number Title Priority Date Filing Date
EP22154374.7A Ceased EP4071632A3 (en) 2018-06-11 2019-06-11 Data visualization platform for event-based behavior clustering
EP19819639.6A Withdrawn EP3803635A4 (en) 2018-06-11 2019-06-11 DATA VISUALIZATION PLATFORM FOR EVENT-BASED BEHAVIOR GROUPING

Family Applications Before (1)

Application Number Title Priority Date Filing Date
EP22154374.7A Ceased EP4071632A3 (en) 2018-06-11 2019-06-11 Data visualization platform for event-based behavior clustering

Country Status (3)

Country Link
EP (2) EP4071632A3 (en)
AU (1) AU2019285383A1 (en)
WO (1) WO2019237193A1 (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113376327B (en) * 2021-07-08 2023-01-17 海南海笙信息科技有限公司 Environmental monitoring information management method and system based on big data
CN116824866B (en) * 2023-08-29 2024-01-02 武汉中科通达高新技术股份有限公司 Analysis methods, systems and media for accompanying vehicles based on time and geographical factors
CN120179881B (en) * 2025-05-21 2025-08-08 湖南安智网络科技有限公司 User mental health assessment method and storage medium based on big data

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140058789A1 (en) * 2012-08-24 2014-02-27 Markus Doehring Process model generation and weak-spot analysis from plain event logs
US9275359B1 (en) * 2013-09-30 2016-03-01 Emc Corporation Mechanism and techniques for discovery and prediction of long-term high-level nearly periodical business processes from low-level logs
US9324038B2 (en) * 2013-11-15 2016-04-26 Xerox Corporation Method and system for clustering, modeling, and visualizing process models from noisy logs
US20170111245A1 (en) * 2015-10-14 2017-04-20 International Business Machines Corporation Process traces clustering: a heterogeneous information network approach

Non-Patent Citations (7)

* Cited by examiner, † Cited by third party
Title
"Lecture Notes in Business Information Processing", vol. 350, 23 May 2019, SPRINGER BERLIN HEIDELBERG, DE, ISSN: 1865-1348, article BERNARD GAËL ET AL: "Discovering Customer Journeys from Evidence: A Genetic Approach Inspired by Process Mining : CAiSE Forum 2019, Rome, Italy, June 3-7, 2019, Proceedings", pages: 36 - 47, XP055817154, DOI: 10.1007/978-3-030-21297-1_4 *
BERNARD GAEL ET AL: "CJM-ab: Abstracting Customer Journey Maps Using Process Mining", 7 June 2018, PROCEEDINGS OF THE 30TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION SYSTEMS ENGINEERING CAISE 2018: INFORMATION SYSTEMS IN THE BIG DATA ERA, SPRINGER, CHAM, PAGE(S) 49 - 56, ISBN: 978-3-319-92900-2, XP009522183 *
BUIJS J C A M ET AL: "A genetic algorithm for discovering process trees", EVOLUTIONARY COMPUTATION (CEC), 2012 IEEE CONGRESS ON, IEEE, 10 June 2012 (2012-06-10), pages 1 - 8, XP032213261, ISBN: 978-1-4673-1510-4, DOI: 10.1109/CEC.2012.6256458 *
GAËL BERNARD ET AL: "CJM-ex: Goal-oriented Exploration of Customer Journey Maps using Event Logs and Data Analytics", PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON BUSINESS PROCESS MANAGEMENT BPM 2017, 10 September 2017 (2017-09-10), pages 1 - 5, XP055721543 *
KHAN NUSRATULLAH ET AL: "Calculating customer experience management index for telecommunication service using genetic algorithm based weighted attributes", 2018 IEEE INTERNATIONAL CONFERENCE ON INNOVATIVE RESEARCH AND DEVELOPMENT (ICIRD), IEEE, 11 May 2018 (2018-05-11), pages 1 - 8, XP033355563, DOI: 10.1109/ICIRD.2018.8376335 *
NIEK TAX ET AL: "Event Abstraction for Process Mining using Supervised Learning Techniques", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 23 June 2016 (2016-06-23), XP081359806, DOI: 10.1007/978-3-319-56994-9_18 *
See also references of WO2019237193A1 *

Also Published As

Publication number Publication date
EP3803635A1 (en) 2021-04-14
EP4071632A2 (en) 2022-10-12
EP4071632A3 (en) 2022-12-21
AU2019285383A1 (en) 2021-01-21
WO2019237193A1 (en) 2019-12-19

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