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Automated Planning for Supporting Knowledge-Intensive Processes [chapter]

Sheila Katherine Venero, Bradley Schmerl, Leonardo Montecchi, Julio Cesar dos Reis, Cecília Mary Fischer Rubira
2020 Lecture Notes in Business Information Processing  
Knowledge-intensive Processes (KiPs) are processes characterized by high levels of unpredictability and dynamism. Their process structure may not be known before their execution.  ...  Our approach uses automated planning techniques to generate plans that define process models according to the current context.  ...  In this paper, we explore how to provide this support by considering the process modeling problem as an automated planning problem.  ... 
doi:10.1007/978-3-030-49418-6_7 fatcat:yyhejkjsrvfbpa4tanialedera

Intelligent systems for users' automated guidance

Elena Kushnareva
2014 2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)  
The main idea is to explore formal methods and formal concept analysis to build a new approach for knowledge-intensive process modeling, simulation and analysis.  ...  Thus, they improve the level of automated user support allowing maximum run time flexibility.  ...  We described the context in terms of knowledge-intensive processes and of process modeling methods, presented the limits of existing approaches in these areas and illustrated research challenges on the  ... 
doi:10.1109/rcis.2014.6861082 dblp:conf/rcis/Kushnareva14 fatcat:kvkxopnhlfbzjlbcnktayxldpu

Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches

Claudio Di Ciccio, Andrea Marrella, Alessandro Russo
2014 Journal on Data Semantics  
A real discovered process model "Spaghetti process" [54]  ...  supportknowledge-intensive processes From structured to knowledge-intensive processes  Medical processes reflect knowledge work, decision making and collaboration/coordination activities performed  ...  as continuous goal-driven knowledge acquisition processes  actions/decisions produce knowledgeknowledge supports subsequent actions/decisions and drives goal definition Knowledge-intensive Processes  ... 
doi:10.1007/s13740-014-0038-4 fatcat:y6gr3ofvabdrdmfpmfy76pofoq

Development of the computer-aided process planning (CAPP) system for polymer injection molds manufacturing

J. Tepić, V. Todić, D. Lukić, M. Milošević, S. Borojević
2011 Metalurgija  
This paper reviews development of a dedicated process planning system for manufacturing of the mold for injection molding, which integrates computer-aided design (CAD), computer-aided process planning  ...  The best way to improve and rationalize polymer injection molds production process is by doing mold design automation and manufacturing process planning automation.  ...  base for blank selection, -Knowledge base for manufacturing features determination, -Knowledge base for standard process planning Figure 4 AFigure 5 Figure 6 456 3D model of the multi socket body and  ... 
doaj:239ef7c0a056426588d3e8fe914ba215 fatcat:bsfnugxgdva5pnbdrh4v5iryhy

Advanced Automation and Robotics for High Volume Labour-Intensive Manufacturing

Nai Yeen Gavin Lai, Deepesh Jayasekara, Kok Hoong Wong, Lih Jiun Yu, Hooi Siang Kang, Kulwant Pawar, Yingdan Zhu
2020 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)  
management, planning, and control; Finance, and resource availability; Technology maturity and vendor support; to be critical for the success of the production process automation project initiatives.  ...  High volume, labour-intensive manufacturing operations pose several challenges for successful operations.  ...  into efficient automated processes.  ... 
doi:10.1109/hora49412.2020.9152831 fatcat:kts6icjj3rhq3fdj3s3ezscuka

Integrated Analysis Framework for Improving Production Processes in Software-intensive Systems

Wikan Danar Sunindyo
2013 Procedia Technology - Elsevier  
We propose an integrated analysis framework for improving production process in the production automation systems.  ...  Current results show that the framework can help the project manager to plan and conduct production process data collection and analysis for improving the process quality.  ...  Acknowledgements This work has been supported by the Ministry of Education, Republic of Indonesia and the Christian Doppler Forschungsgesellschaft, the BMWFJ, Austria.  ... 
doi:10.1016/j.protcy.2013.12.278 fatcat:afkob4j2wzduzlsiszdvfwldpe

Automated economic data processing in the changing business world

Ljuben Kraev
2003 Proceedings of the 4th international conference conference on Computer systems and technologies e-Learning - CompSysTech '03  
The new realities in business management and automated economic data processing are outlined. Some strands for intellectual support in making business management decisions are revealed.  ...  An attempt is made for exploring some strands of the automated economic data processing in the changing business world.  ...  The complex nature of automated economic data processing systems supposes their more intensive directing to producing, planning, control, analyzing and regulating.  ... 
doi:10.1145/973620.973683 fatcat:kni5eco25nbxxd3tqplkeh5q6q

Process Artifacts Defined as an Aspectual Service to System Models

Robin Gandhi, Siddharth Wagle, Seok-won Lee
2006 2006 Service-Oriented Computing: Consequences for Engineering Requirements (SOCCER'06 - RE'06 Workshop)  
This issue is of further concern while providing toolsupport for assisting knowledge-intensive process activities through an interactive exploration of related knowledge-bases.  ...  We discuss our approach in the context of designing tool support for a system security Certification and Accreditation (C&A) process automation based on service-oriented and aspect-oriented design paradigms  ...  Acknowledgement: This work is partially supported by grant from SPAWAR Systems Center, Department of Navy, Charleston, SC, USA.  ... 
doi:10.1109/soccer.2006.7 fatcat:gmcu4zkwnbenrmyky3fgvco4g4

In Defence of Design Patterns for AI Planning Knowledge Models [chapter]

Mauro Vallati, Thomas L. McCluskey
2021 Lecture Notes in Computer Science  
They have been introduced also for supporting the encoding of automated planning knowledge models, but with little success.  ...  their potential usefulness for the explainability of domain-independent planning systems.  ...  This would support re-use of similar structures, and provide a mean for justifying some decisions made during the knowledge acquisition and encoding processes.  ... 
doi:10.1007/978-3-030-77091-4_12 fatcat:lelvyz3kdnfwtmzt6o6ad35wli

Knowledge organisation and govern-for-flexibility in manufacturing [chapter]

R. C. Michelini, G. L. Kovács
1999 IFIP Advances in Information and Communication Technology  
The reference frames Referring to the patterns of structure discussed by the introductory chapter as a basic requirement for supporting co-operative knowledge processing, Figure 1 , this paper explicitly  ...  The distributed knowledge processing organisation can serve as an aid for moving back on-process the decisional manifold consistent with flexible manufacturing (e.g.  ...  The innovation is being discussed referring to the underlying requirements of knowledge intensive architectures and decision supports.  ... 
doi:10.1007/978-0-387-35357-9_4 fatcat:npo7aoxjhzesxc2w6n2dp5f47q

Intelligent Information Systems for Knowledge Work(ers) [chapter]

Klaus-Dieter Althoff, Björn Decker, Alexandre Hanft, Jens Mänz, Régis Newo, Markus Nick, Jörg Rech, Martin Schaaf
2006 Lecture Notes in Computer Science  
As a contribution to this we describe our current research vision for (partially) automated support of knowledge work(ers) based on intelligent information systems focusing on the use of experience.  ...  Such "knowledge-intensive" services can only be delivered if the necessary organizational and technical requirements are fulfilled.  ...  We emphasized as well our vision to develop intelligent information systems for supporting knowledge work and knowledge-intensive services, focusing on creating added-value through increasingly automated  ... 
doi:10.1007/11790853_42 fatcat:aypurbj73vdtdma3g2k4o7uuce

Using artificial intelligence planning techniques to automatically reconfigure software modules [chapter]

Steve Chien, Forest Fisher, Helen Mortensen, Edisanter Lo, Ronald Greeley, Anita Govindjee, Tara Estlin, XueMei Wang
1998 Lecture Notes in Computer Science  
The Multimission VICAR Planner (MVP) has been deployed for 2 years and supports image processing for science product generation for the Galileo mission.  ...  The Automated SAR Image Processing system (ASIP) which is currently in use by the Dept. of Geology at ASU supporting aeolian science analysis of synthetic aperture radar images.  ...  Unfortunately, this data preparation and analysis process is both knowledge and labor intensive.  ... 
doi:10.1007/3-540-64574-8_427 fatcat:dtz3dxisujhnfe3s5t3fmgayde

Towards Mastering Variability in Software-Intensive Cyber-Physical Production Systems

Rick Rabiser, Alois Zoitl
2021 Procedia Computer Science  
Promising software engineering methods and tools, e.g., from the area of Software Product Lines, need to be adapted for the particular challenges in SiCPPS.  ...  Software-intensive Cyber-Physical Production Systems (SiCPPS), like metallurgical plants or manufacturing plants, are highly variable systems of systems that frequently evolve.  ...  We want to explicitly thank our industry partner for their continuous support.  ... 
doi:10.1016/j.procs.2021.01.128 fatcat:slzsmbq2srb45btpiq3rs6nrji

Product lifecycle management in knowledge intensive collaborative environments: An application to automotive industry

Filipe Ferreira, José Faria, Américo Azevedo, Ana Luisa Marques
2017 International Journal of Information Management  
However, in several domains such as knowledge intensive collaborative environments, it's not possible to model processes using formal notations.  ...  Knowledge based and collaborative process management involves a combination of structured and non-structured processes.  ...  The authors would also like to thank INESC TEC for their support.  ... 
doi:10.1016/j.ijinfomgt.2016.05.006 fatcat:tyuzmqlxvnhbjdj4l2jkdmbmfe

Large Project Management in the Automotive Industry: A Flexible and Knowledge Based Approach [chapter]

Filipe Ferreira, Ana Luísa Marques, José Faria, Américo Azevedo
2016 Advances in Intelligent Systems and Computing  
This paper presents a novel hybrid approach, including work, information and communication management, to support knowledge intensive processes.  ...  This paper presents a novel approach on flexible and knowledge intensive process management, driven by a large automotive industry case study.  ...  The authors would like to thank INESC TEC for their support and the Apps4aME Collaborative Project for their inputs and contributions.  ... 
doi:10.1007/978-3-319-31232-3_43 fatcat:ksvejvvh65c3nciw7i2e5lyr2m
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