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Dr. Mersedeh Sadeghi

Research Fields and Interests


Software engineering,
Requirement engineering,
Explainable Cyber-physical system,
Explainable decision support and recommendation systems,
Application of Machine Learning in various domains
of software engineering,
Internet/web of things,
Distributed systems,
Interoperability of data-driven and distributed systems,
Semantic web technologies

 

Academic Information


She obtained a Ph.D in Computer Science under the supervision of Prof. Dr. Luciano Baresi at Politecnico di Milano university where she received her master's degree in Computing Systems as well. She won the Telecom Italia (TIM Group ) Ph.D. scholarship that gave her the opportunity to collaborate with the TIM Smart Space Innovation Lab during her Ph.D. Her activities were primarily concentrated on the context-aware pervasive systems as the application of Internet/Web of Things. Specifically, she has investigated the semantic and model-based approaches for the conception, development, and operation of context-aware services that create the backbone of a self-adaptive smart space incorporating user's preference and active context of the use to manage various aspects of an intelligent environment.
After her Ph.D, she started a postdoc position in Politecnico di Milano university that involved her in several EU innovation projects (including Shift2Rail , IP4MaaS and SPRINT ) centered on developing the modern software architecture, patterns, and tools to address the lack of syntactical and semantical interoperability in complex and challenging distributed systems such as the Transportation Domain. During that period, Dr. Sadeghi was also a teaching assistant of the graduate courses in Politecnico di Milano (Software Engineering II, and Software Engineering Methodologies for Security) and supervised a couple of master and Ph.D. programs students.
At present, her research activities are mainly focused on Explainable software systems. In particular, she is interested in automated explanation generation, interactive cyber-physical explainability, and explainable decision support and recommendation system. She is also a teaching assistant for the courses Requirement Management and Software Engineering.

 

Teaching


Requirement Management, Graduate/undergraduate Course

Winter 2021--Department of Mathematic and Computer Science, University of Cologne

Software Engineering II, Graduate Course

Spring 2020--Department of Electronics, Information and Bioengineering, Politecnico di Milano

Software Methodologies and Architectures for Security

Spring 2020--Department of Electronics, Information and Bioengineering, Politecnico di Milano

Software Engineering II, Graduate Course

Spring 2019--Department of Electronics, Information and Bioengineering, Politecnico di Milano

Software Methodologies and Architectures for Security

Spring 2019--Department of Electronics, Information and Bioengineering, Politecnico di Milano

 

Other Scientific Activities


Guest Editor
Semantic Web journal (SWJ)
Track: Special Issue on Transport Data on the Web

Organizing Committee
3rd International Workshop on Semantics for Transport ( Sem4Tra2021 )
co-located with SEMANTiCS, Amsterdam, Netherlands, 2021

Chair
Software Architecture Models and Systems session
The 33rd International Conference on Software Engineering & Knowledge Engineering SEKE2021, Pittsburgh, USA, 2021

Organizing Committee
2nd International Workshop on Semantics for Transport (Sem4Tra2020)
co-located with 20th International Conference on Web Engineering (ICWE 2020), Helsinki, Finland, 2010

Committee Member
W3C Workshop on Data Models for Transportation
hosted by Uber Corporation, California, USA, 2019

Organizing Committee
1st International Workshop on Semantics for Transport ( Sem4Tra2019 )
co-located with SEMANTiCS, Karlsruhe, Germany, 2019


More details and publications:
ORCID
LinkedIn