Published on 16th Jan, 2023
Process mining, positioned at the interface between ‘Process science’ and ‘Data science’, combines event data with process models and intends to gain insights, identify bottlenecks, predict problems, and optimize organizational processes. Process mining, already being used for high-volume processes in large organizations, will soon become the ‘new normal’ for smaller organizations and processes with fewer cases as well. Despite a huge surge in research endeavors in Process Discovery, Conformance Checking, and Model Enhancement, positioning them as three verticals of Process Mining, there are a number of research challenges that need to be overcome to realize the vision of data driven optimization of business processes. The optimization paradigm in the process mining context is being explored at the following levels: 1. When it comes to creating process models, event logs generated by process-oriented information systems are treated as a critical resource. Conformance checking can be formulated as an optimization problem with the model and log repair. Thus, conformance checking corresponds to solving optimization problems that grow exponentially in the size of the model and the length of traces in the event log 2. Optimization metaheuristics have also been widely applied in the context of automated process discovery, with the goal of gradual discovery and advancement of process models to achieve a tradeoff between accuracy and simplicity. The most notorious of these approaches are those based on evolutionary (genetic) algorithms. However, several other metaheuristics have been researched, such as Imperialist competition algorithms, swarm particle optimization, and simulated glow in this context 3. Data ingestion from diverse source systems is supported by AI, which allows to identify and customize structured and unstructured data from various sources. Thus, various optimization techniques can be used to improve the performance of the data transformation discovery techniques in the context of the synthesis of routine specifications. With rapidly growing applications, this special session invites original, unpublished research contributions that demonstrate current findings in the area of application of data science and optimization techniques for process mining, with special reference to algorithms for process discovery, conformance checking, and process model enhancement. Organizer : Om Prakash Vyas (Indian Institute of Information Technology, Allahabad , India) and Jerome Geyer-Klingeberg (Celonis, Munich, Germany)
Published on 23rd Dec, 2022
INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN BUS
Since the 1980s, organizations have engaged in digital transformations by coordinating, automating, and outsourcing productive activity. Client-server architectures replaced mainframes, revamping supply chains and promoting decentralization. Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) systems automated administrative processes. Technological shifts to cloud and SaaS have changed software evolution and the economics of renting versus owning. Machine learning and artificial intelligence uncover patterns that drive new products and services. During the Covid-19 pandemic, virtual interactions replaced physical interactions out of sheer necessity and it acted as a catalyst to promote digitalization within businesses.
Published on 30th Sep, 2022
ISEC is the annual conference of iSOFT, the India chapter of ACM SIGSOFT India. The 16th edition of the conference will be held at Indian Institute of Information Technology Allahabad, Prayagraj, Uttar Pradesh, India. The goal of the conference is to provide a forum for researchers and practitioners from both academia and industry to meet and share research problems, experiences, and cutting-edge advancements in the field of software and systems engineering.
Published on 03rd Oct, 2022
9th IEEE UP Section International Conference on El
UPCON-2022 is top level International Conference covering broad topics in the areas of Electrical, Electronics and Computer Engineering, will be organized this year by IIIT Allahabad, India. UPCON conference is organized annually at various locations in Uttar Pradesh.
Published on 26th Oct, 2022
The Center of Intelligent Robotics, IIIT Allahabad is organizing a 3 Days workshop on Human Robot Interaction sponsored by the IHub Foundation for Cobotics, IIT Delhi and the Department of Science and Technology. The workshop takes place from 24 to 26 November, 2022. Leading roboticists from within the country and internationally will deliver talks. There will be a brainstorming session among the delegates.
Published on 03rd Oct, 2022
Group Theory and Related Areas
About the workshop: The concept of group theory is central to abstract algebra and it was developed in search of solutions to polynomial equations of degrees greater than 4. Number theory, theory of algebraic equations, and geometry are the three main sources of group theory.
Published on 25th Oct, 2022
A two weeks AICTE (ATAL) sponsored Continuous Prof
A two weeks AICTE (ATAL) sponsored Continuous Professional Development Program (CPDP) /Faculty Development Program (FDP) on "Advances in Artificial Intelligence" is being organized by Computer Vision and Biometrics Lab, Department of Information Technology in both online (first week October 31 - November 05, 2022) as well as offline (second week November 07-11, 2022) mode.
Published on 03rd Oct, 2022
AICTE SPONSORED (ATAL) TWO WEEK FDP ON COMPUTATIONAL BIOLOGY IN THERAPEUTICS & THERANOSTICS in both Online (10 -15 th October, 2022) and Offline (17 - 21 st October, 2022) mode.