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Process-Aware Information Systems: Lessons to Be Learned from Process Mining [chapter]

Wil M. P. van der Aalst
2009 Lecture Notes in Computer Science  
Process mining techniques attempt to extract non-trivial and useful information from event logs.  ...  A Process-Aware Information System (PAIS) is a software system that manages and executes operational processes involving people, applications, and/or information sources on the basis of process models.  ...  The experiences reported in Section 5 were only possible because the maturity of our process mining tool ProM.  ... 
doi:10.1007/978-3-642-00899-3_1 fatcat:dzkw7yeetvb5baorsf7sqh5pq4

Process-Aware Information Systems [chapter]

Manfred Reichert, Barbara Weber
2012 Enabling Flexibility in Process-Aware Information Systems  
Process mining techniques attempt to extract non-trivial and useful information from event logs.  ...  A Process-Aware Information System (PAIS) is a software system that manages and executes operational processes involving people, applications, and/or information sources on the basis of process models.  ...  The experiences reported in Section 5 were only possible because the maturity of our process mining tool ProM.  ... 
doi:10.1007/978-3-642-30409-5_2 fatcat:alguq5zem5depgdp6vzr7r74mm

Towards Truly Flexible and Adaptive Process-Aware Information Systems [chapter]

Peter Dadam, Manfred Reichert, Stefanie Rinderle, Martin Jurisch, Hilmar Acker, Kevin Göser, Ulrich Kreher, Markus Lauer
2008 Lecture Notes in Business Information Processing  
If current process management systems shall be applied to a broad spectrum of applications, they will have to be significantly improved with respect to their technological capabilities.  ...  These requirements must be met without affecting process consistency and by preserving the robustness of the process management system.  ...  Introduction More and more contemporary information systems (IS) have to be aligned in a process-oriented way. This new generation of IS is often referred to as Process-Aware IS (PAIS) [1] .  ... 
doi:10.1007/978-3-540-78942-0_9 fatcat:ksdffbl4nbbhnd36faxjoncfi4

Evaluation Methods in Process-Aware Information Systems Research with a Perspective on Human Orientation

Simone Kriglstein, Maria Leitner, Sonja Kabicher-Fuchs, Stefanie Rinderle-Ma
2016 Business & Information Systems Engineering  
Research on process-aware information systems (PAIS) has experienced a dramatic growth in recent years.  ...  Lately, a particular increase of empirical studies and focus on human oriented research questions could be observed, leading to an expansion of applied evaluation methods in PAIS research.  ...  the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s12599-016-0427-3 fatcat:yzjwli7akfga3dhimsvmfgsjxi

Recommender Systems [chapter]

Luis Anido-Rifón, Juan Santos-Gago, Manuel Caeiro-Rodríguez, Manuel Fernández-Iglesias, Rubén Míguez-Pérez, Agustin Cañas-Rodríguez, Victor Alonso-Rorís, Javier García-Alonso, Roberto Pérez-Rodríguez, Miguel Gómez-Carballa, Marcos Mouriño-García, Mario Manso-Vázquez (+1 others)
2015 Re-engineering the Uptake of ICT in Schools  
of the semantic data with additional information that come from web sources that are external to the project.  ...  Selecting the more suitable educational resources to create learning activities in the classroom may be a challenging task for teachers in primary and secondary education because of the large amount of  ...  After 4 years working in this system we can point some lessons learned.  ... 
doi:10.1007/978-3-319-19366-3_6 fatcat:4r3anvh4lrddfdvcw7smsn4ypu

Using Competitive Intelligence to Develop an Automated Visa Approval System [chapter]

Katherine M. Shelfer, June M. Verner
2003 IFIP Advances in Information and Communication Technology  
Such a system facilitates the capture and use of lessons learned and encourages knowledge sharing to support global terrorism risk management.  ...  The use of competitive intelligence techniques identified the need for an automated visa approval system to streamline straightforward visa decisions that allows analysts more time for problematic applications  ...  Lessons learned from improving a smaller system can be used to guide the development of larger systems and eventually support integrated global risk assessment.  ... 
doi:10.1007/978-0-387-35617-4_3 fatcat:dbviizwtjfgspgan3akqouwwdq

An Architecture for Developing Educational Recommender Systems

Maritza Bustos-López, Raquel Vásquez-Ramírez, Giner Alor-Hernández
2015 Research in Computing Science  
The location of useful educational resources to support the learning process is addressed by using recommender systems.  ...  Recommender systems are a tool to help student find information quickly and recommend new items of interest to the active student based on their preferences.  ...  A specific mining tool and a recommender engine were integrated in the AHA! system in order to help the teacher to carry out the whole web mining process.  ... 
doi:10.13053/rcs-106-1-2 fatcat:funsqzfqvvcdxh54mh45vi7hhe

Using Causal Diagrams to Foster Systems Thinking in Geography Education

Marjolein Cox, An Steegen, Jan Elen
2018 International Journal of Designs for Learning  
The interpretation of the information sources from a geographical, and thus multidimensional perspective, is the core of inquiry-based instruction aimed at fostering systems thinking.  ...  A lesson series to foster systems thinking in a Belgian high school geography course was developed and implemented.  ...  It proved that the causal diagram would become too complex, and that it would be too difficult to integrate variables directly, for example, from the lesson about coltan mining.  ... 
doi:10.14434/ijdl.v9i1.22756 fatcat:6k6vtbinojhhzfsp2nzhlohz3m

Conceptual Framework of a Synthesized Adaptive e-Learning and e-Mentoring System Using VARK Learning Styles with Data Mining Methodology

Oranuch Pantho, Monchai Tiantong
2015 Journal of clean energy technologies  
Therefore, learning and teaching processes are important issues that teachers need to adjust their teaching according to individual learners.  ...  Currently, e-learning systems are becoming more popular. This is because e-learning systems provide learners freedom to study with unlimited time and at any location.  ...  Teacher should be aware of the learning style of different learners in order to develop appropriate teaching in the future.  ... 
doi:10.7763/ijcte.2015.v7.978 fatcat:e7gbe7bqefbjfly2lywax4io7e

A lessons mining system for searching references to support decision making towards sustainable urbanization

Jinhuan Wang, Liyin Shen, Yitian Ren, J. Jorge Ochoa, Zhenhua Guo, Hang Yan, Zezhou Wu
2019 Journal of Cleaner Production  
This paper presents a Lessons Mining System (LMS) to assist in mining lessons experienced from previous practices.  ...  The lack of this mining mechanism presents a significant barrier for decision Manuscript Click here to view linked References makers to learn from the existing lessons thus to have references of how to  ...  This paper presents a Lessons Mining System (LMS) to assist in mining lessons experienced from previous practices.  ... 
doi:10.1016/j.jclepro.2018.10.244 fatcat:4jyz2qpzgfbr3izgc2e4ex6jou

Personalized Education Based on Hybrid Intelligent Recommendation System

Fangxia Zheng, Naeem Jan
2022 Journal of Mathematics  
In essence, the support of a teacher guides the pupils to learn to work on their own during a declining guidance policy, to improve their abilities and skills.  ...  In addition, the foundation for effective learning is the sense of community within the classroom, the authentic learning opportunities of using educational equipment, and the connection of the lesson  ...  He should also be aware that the need of students beyond the learning part is transferred to their emotional need for social interaction and the development of real relationships both with him and with  ... 
doi:10.1155/2022/1313711 fatcat:mkciplxa7zhvhje4czpvbqmt5i

Sequence-Aware Recommender Systems [article]

Massimo Quadrana, Paolo Cremonesi, Dietmar Jannach
2018 arXiv   pre-print
Recommender systems are one of the most successful applications of data mining and machine learning technology in practice.  ...  And, a number of recent works have shown that this information can be used to build richer individual user models and to discover additional behavioral patterns that can be leveraged in the recommendation  ...  We can distinguish between the following types of information that can be extracted from sequential log information to be used in the recommendation process. • Community trends.  ... 
arXiv:1802.08452v1 fatcat:edjtdc6355cx3bbq2nkelogiqy

Multi-Agent Crisis Response systems - Design Requirements and Analysis of Current Systems [article]

Khaled M. Khalil, M. Abdel-Aziz, Taymour T. Nazmy, Abdel-Badeeh M. Salem
2009 arXiv   pre-print
The aim of the research is to contribute to building future crisis environment where software agents, robots, responders, crisis managers, and crisis organizations interact to provide advice, protection  ...  Analysis of systems includes systems architecture and methodology. In addition, we identified features and limitations of systems based on crisis response domain requirements.  ...  There are many types of information that can be processed from heterogeneous information sources. Information should be filtered, summarized, and fused for crisis managers and responders.  ... 
arXiv:0903.2543v1 fatcat:or7zs32vdvetnmqqoydmuv77ca

Material Recommendation System for Distance Learning Based on Fuzzy Logic

2022 European Journal of Science and Technology  
Materials to be presented in distance learning systems should be determined according to the student's readiness level and learning style. The main goal is how to best realize learning.  ...  In this study, based on the fuzzy logic a material recommendation system is modeled for distance learning systems.  ...  Educators state that there are three different learning style approaches: self-awareness, curriculum design and application to teaching processes, and diagnostic perspective (Can 2011) .  ... 
doi:10.31590/ejosat.1061483 fatcat:qfymfnep5rhndepjwzj5t4drmm

Challenges for modelling and analysis in embedded systems and systems-of-systems design

Boudewijn R. Haverkort
2013 Electronic Proceedings in Theoretical Computer Science  
Where in the past the data processing was limited (if present at all) to the handling of a small number of "on-off control signals", more recently much more complex sensory data is being captured, processed  ...  and used to improve system performance and dependability.  ...  Lessons can be learned from the internet context, but surely, more is needed for systems-of-systems. For more background on the internet, refer to [8] .  ... 
doi:10.4204/eptcs.133.5 fatcat:g7totauhynh25ghps2ndbzmmqu
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