SlideShare a Scribd company logo

AI Planning Survey of Approaches for Semantic Web Service Composition Challenges

•
•
ahmad bassiouny
ahmad bassiouny

The document discusses AI planning approaches for semantic web service composition and identifies several open challenges. It notes that classical planning makes simplifying assumptions that are invalid for web services, which exhibit features like incomplete knowledge, non-determinism, and complex interfaces. Non-classical planning approaches that relax some assumptions are discussed. Several examples of applying planning to web service composition are described, but many open challenges remain around scalability, automation, and dealing with real-world complexities of web services.

EducationTechnology
1 of 20
AI Planning for Semantic Web Service Composition? Survey of current approaches, challenges and open questions presented by Axel Polleres [email_address]
Let's start with a pessimistic view… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Jim Hendler's opinion: 01/02/2004 public-sws-ig@w3.org:
… and let's see what still might be achieved: ,[object Object],[object Object],[object Object],[object Object],[object Object]
AI Planning… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A B C A B C move(a,table) move(c,a) move(b,c) "Given a set of actions, their preconditions and positive and negative effects, a complete description of the initial state and a user goal find a sequence of actions achieving the goal".
Classical Planners: ,[object Object],[object Object],[object Object],[object Object]
Semantic Web Services on the other hand: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Non-classical Planning: Loosen the restrictions to complete knowledge, and deterministic actions: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Non-classical planners: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Planning for WS, examples: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Planning for WS, examples cont'd: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Open Questions & Challenges: ,[object Object],[object Object],[object Object],[object Object]
Open Questions & Challenges cont'd ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Relations With WSMO ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Discovery Discovery in WSMO Mediators WSMO WSML WSMX Goals Web Services Ontologies
Discovery: Goal-Capability Matching ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key aspect: Goal discovery vs. Service Discovery ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Goal Input Abstracted goal Service Abstracted Service Figure 1 The three major processes of heuristic classification. Goal Discovery Service discovery matching
Level 2: ,[object Object],[object Object]
Level3: Logical Descriptions of Services: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
WSMO Logical Descriptions of Services, by example: ,[object Object],[object Object],[object Object],[object Object],[object Object],Conjecture: what we need is something in between theconceptual matching And rules describing input/output relation
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recommended

Pert 182
Pert 182Pert 182
Pert 182itsvineeth209
 
Programme evaluation & review technique (pert)
Programme evaluation & review technique (pert)Programme evaluation & review technique (pert)
Programme evaluation & review technique (pert)AnkitaKadam20
 
10 1 planning, acting, learning
10 1 planning, acting, learning10 1 planning, acting, learning
10 1 planning, acting, learningTianlu Wang
 
Artificial Intelligence 1 Planning In The Real World
Artificial Intelligence 1 Planning In The Real WorldArtificial Intelligence 1 Planning In The Real World
Artificial Intelligence 1 Planning In The Real Worldahmad bassiouny
 
AI: Planning and AI
AI: Planning and AIAI: Planning and AI
AI: Planning and AIDataminingTools Inc
 
C1803052327
C1803052327C1803052327
C1803052327IOSR Journals
 
Kanban
KanbanKanban
KanbanNational Institute of Technology Warangal
 
Concurrency Issues in Object-Oriented Modeling
Concurrency Issues in Object-Oriented ModelingConcurrency Issues in Object-Oriented Modeling
Concurrency Issues in Object-Oriented ModelingIRJET Journal
 

Recommended

Pert 182
Pert 182Pert 182
Pert 182itsvineeth209
 
Programme evaluation & review technique (pert)
Programme evaluation & review technique (pert)Programme evaluation & review technique (pert)
Programme evaluation & review technique (pert)AnkitaKadam20
 
10 1 planning, acting, learning
10 1 planning, acting, learning10 1 planning, acting, learning
10 1 planning, acting, learningTianlu Wang
 
Artificial Intelligence 1 Planning In The Real World
Artificial Intelligence 1 Planning In The Real WorldArtificial Intelligence 1 Planning In The Real World
Artificial Intelligence 1 Planning In The Real Worldahmad bassiouny
 
AI: Planning and AI
AI: Planning and AIAI: Planning and AI
AI: Planning and AIDataminingTools Inc
 
C1803052327
C1803052327C1803052327
C1803052327IOSR Journals
 
Kanban
KanbanKanban
KanbanNational Institute of Technology Warangal
 
Concurrency Issues in Object-Oriented Modeling
Concurrency Issues in Object-Oriented ModelingConcurrency Issues in Object-Oriented Modeling
Concurrency Issues in Object-Oriented ModelingIRJET Journal
 
Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planningahmad bassiouny
 
Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planningahmad bassiouny
 
Task Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing EnvironmentsTask Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing Environmentsiosrjce
 
N0173696106
N0173696106N0173696106
N0173696106IOSR Journals
 
Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?Elizabeth Steiner
 
Graph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networksGraph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networksGurdal Ertek
 
Line of Balance
Line of BalanceLine of Balance
Line of BalanceIJMER
 
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docxPrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docxChantellPantoja184
 
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESISSURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIScscpconf
 
Architecting for Change: An Agile Approach
Architecting for Change: An Agile ApproachArchitecting for Change: An Agile Approach
Architecting for Change: An Agile ApproachBen Stopford
 
Parallel Computing 2007: Overview
Parallel Computing 2007: OverviewParallel Computing 2007: Overview
Parallel Computing 2007: OverviewGeoffrey Fox
 
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic schedulingIeeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic schedulinghemanthbbc
 
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...ASAITHAMBIRAJAA
 
5215ijpla01
5215ijpla015215ijpla01
5215ijpla01ijpla
 
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...ijpla
 
Bpmds 2010
Bpmds 2010Bpmds 2010
Bpmds 2010Ilia Bider
 
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdfAftaZani1
 
Control techniques
Control techniquesControl techniques
Control techniquesAdnan Shakir
 
ICICCE0293
ICICCE0293ICICCE0293
ICICCE0293IJTET Journal
 
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...IJCSIS Research Publications
 
Work Study & Productivity
Work Study & ProductivityWork Study & Productivity
Work Study & Productivityahmad bassiouny
 
Work Study
Work StudyWork Study
Work Studyahmad bassiouny
 

More Related Content

Similar to AI Planning Survey of Approaches for Semantic Web Service Composition Challenges

Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planningahmad bassiouny
 
Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planningahmad bassiouny
 
Task Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing EnvironmentsTask Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing Environmentsiosrjce
 
Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?Elizabeth Steiner
 
Graph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networksGraph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networksGurdal Ertek
 
Line of Balance
Line of BalanceLine of Balance
Line of BalanceIJMER
 
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docxPrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docxChantellPantoja184
 
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESISSURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIScscpconf
 
Architecting for Change: An Agile Approach
Architecting for Change: An Agile ApproachArchitecting for Change: An Agile Approach
Architecting for Change: An Agile ApproachBen Stopford
 
Parallel Computing 2007: Overview
Parallel Computing 2007: OverviewParallel Computing 2007: Overview
Parallel Computing 2007: OverviewGeoffrey Fox
 
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic schedulingIeeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic schedulinghemanthbbc
 
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...ASAITHAMBIRAJAA
 
5215ijpla01
5215ijpla015215ijpla01
5215ijpla01ijpla
 
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...ijpla
 
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdfAftaZani1
 
Control techniques
Control techniquesControl techniques
Control techniquesAdnan Shakir
 
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...IJCSIS Research Publications
 

Similar to AI Planning Survey of Approaches for Semantic Web Service Composition Challenges (20)

Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planning
 
Knowledge Engineering For Automated Planning
Knowledge Engineering For Automated PlanningKnowledge Engineering For Automated Planning
Knowledge Engineering For Automated Planning
 
Task Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing EnvironmentsTask Scheduling using Hybrid Algorithm in Cloud Computing Environments
Task Scheduling using Hybrid Algorithm in Cloud Computing Environments
 
N0173696106
N0173696106N0173696106
N0173696106
 
Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?Is There a Return on Investment from Model-Based Systems Engineering?
Is There a Return on Investment from Model-Based Systems Engineering?
 
Graph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networksGraph-based analysis of resource dependencies in project networks
Graph-based analysis of resource dependencies in project networks
 
Line of Balance
Line of BalanceLine of Balance
Line of Balance
 
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docxPrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
PrintNetwork Diagrams and Resource UtilizationIntroduction B.docx
 
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESISSURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
SURVEY ON SCHEDULING AND ALLOCATION IN HIGH LEVEL SYNTHESIS
 
Architecting for Change: An Agile Approach
Architecting for Change: An Agile ApproachArchitecting for Change: An Agile Approach
Architecting for Change: An Agile Approach
 
Parallel Computing 2007: Overview
Parallel Computing 2007: OverviewParallel Computing 2007: Overview
Parallel Computing 2007: Overview
 
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic schedulingIeeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
Ieeepro techno solutions 2014 ieee java project - a hyper-heuristic scheduling
 
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
Ieeepro techno solutions 2014 ieee dotnet project - a hyper-heuristic sched...
 
5215ijpla01
5215ijpla015215ijpla01
5215ijpla01
 
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
E NHANCED S PREADSHEET C OMPUTING W ITH F INITE - D OMAIN C ONSTRAINT S ATI...
 
Bpmds 2010
Bpmds 2010Bpmds 2010
Bpmds 2010
 
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
 
Control techniques
Control techniquesControl techniques
Control techniques
 
ICICCE0293
ICICCE0293ICICCE0293
ICICCE0293
 
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
Scheduling Problems from Workshop to Collaborative Mobile Computing: A State ...
 

More from ahmad bassiouny

Work Study & Productivity
Work Study & ProductivityWork Study & Productivity
Work Study & Productivityahmad bassiouny
 
Kblmt B000 Intro Kaizen Based Lean Manufacturing
Kblmt B000 Intro Kaizen Based Lean ManufacturingKblmt B000 Intro Kaizen Based Lean Manufacturing
Kblmt B000 Intro Kaizen Based Lean Manufacturingahmad bassiouny
 

More from ahmad bassiouny (20)

Work Study & Productivity
Work Study & ProductivityWork Study & Productivity
Work Study & Productivity
 
Work Study
Work StudyWork Study
Work Study
 
Motion And Time Study
Motion And Time StudyMotion And Time Study
Motion And Time Study
 
Motion Study
Motion StudyMotion Study
Motion Study
 
The Christmas Story
The Christmas StoryThe Christmas Story
The Christmas Story
 
Turkey Photos
Turkey PhotosTurkey Photos
Turkey Photos
 
Mission Bo Kv3
Mission Bo Kv3Mission Bo Kv3
Mission Bo Kv3
 
Miramar
MiramarMiramar
Miramar
 
Mom
MomMom
Mom
 
Linearization
LinearizationLinearization
Linearization
 
Kblmt B000 Intro Kaizen Based Lean Manufacturing
Kblmt B000 Intro Kaizen Based Lean ManufacturingKblmt B000 Intro Kaizen Based Lean Manufacturing
Kblmt B000 Intro Kaizen Based Lean Manufacturing
 
How To Survive
How To SurviveHow To Survive
How To Survive
 
Dad
DadDad
Dad
 
Ancient Hieroglyphics
Ancient HieroglyphicsAncient Hieroglyphics
Ancient Hieroglyphics
 
Dubai In 2009
Dubai In 2009Dubai In 2009
Dubai In 2009
 
DesignPeopleSystem
DesignPeopleSystemDesignPeopleSystem
DesignPeopleSystem
 
Organizational Behavior
Organizational BehaviorOrganizational Behavior
Organizational Behavior
 
Work Study Workshop
Work Study WorkshopWork Study Workshop
Work Study Workshop
 
Workstudy
WorkstudyWorkstudy
Workstudy
 
Time And Motion Study
Time And Motion StudyTime And Motion Study
Time And Motion Study
 

Recently uploaded

ClimART Action | eTwinning Project
ClimART Action | eTwinning ProjectClimART Action | eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...Nguyen Thanh Tu Collection
 
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Osopher
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQuiz Club NITW
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfChristalin Nelson
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...Nguyen Thanh Tu Collection
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Association for Project Management
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxDhatriParmar
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17Celine George
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxAvaniJani1
 
The role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipThe role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipKarl Donert
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxkarenfajardo43
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...DhatriParmar
 
Scientific Writing :Research Discourse
Scientific Writing :Research DiscourseScientific Writing :Research Discourse
Scientific Writing :Research DiscourseAnita GoswamiGiri
 

Recently uploaded (20)

Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
 
ClimART Action | eTwinning Project
ClimART Action | eTwinning ProjectClimART Action | eTwinning Project
ClimART Action | eTwinning Project
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
 
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdf
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Spearman's correlation,Formula,Advantages,
Spearman's correlation,Formula,Advantages,Spearman's correlation,Formula,Advantages,
Spearman's correlation,Formula,Advantages,
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptx
 
The role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipThe role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenship
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
CARNAVAL COM MAGIA E EUFORIA _
CARNAVAL COM MAGIA E EUFORIA _CARNAVAL COM MAGIA E EUFORIA _
CARNAVAL COM MAGIA E EUFORIA _
 
Scientific Writing :Research Discourse
Scientific Writing :Research DiscourseScientific Writing :Research Discourse
Scientific Writing :Research Discourse
 

AI Planning Survey of Approaches for Semantic Web Service Composition Challenges

  • 1. AI Planning for Semantic Web Service Composition? Survey of current approaches, challenges and open questions presented by Axel Polleres [email_address]
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.

Editor's Notes

  1. My background: I joined DERI one year ago, ome from a different field. Worked in application of Logic Programming techniques for planning, and analyzing theory/complexity of Planning. Currently: Involved in WSMO/WSML efforts where we build up a framework for semantically describing all relevant aspects of Web Services.