Paolo Ceravolo

Orcid: 0000-0002-4519-0173

Affiliations:
  • Università degli Studi di Milano, Italy


According to our database1, Paolo Ceravolo authored at least 151 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Automated Trace Clustering Pipeline Synthesis in Process Mining.
Inf., April, 2024

moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows.
SIGWEB Newsl., 2024

Modeling and predicting students' engagement behaviors using mixture Markov models.
CoRR, 2024

Tuning Machine Learning to Address Process Mining Requirements.
IEEE Access, 2024

Synthetic Data for Identifying Inclusive Language (Case Study: Job Descriptions in Italian).
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

Active Learning Methodology in LLMs Fine-Tuning.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

Enhancing Predictive Process Monitoring with Time-Related Feature Engineering.
Proceedings of the Advanced Information Systems Engineering, 2024

CoSMo: A Framework to Instantiate Conditioned Process Simulation Models.
Proceedings of the Business Process Management - 22nd International Conference, 2024

Are Large Language Models the New Interface for Data Pipelines?
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2024

Enhancing Semantic Exploration: A Distributed Repository Approach.
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2024

2023
Trace encoding in process mining: A survey and benchmarking.
Eng. Appl. Artif. Intell., November, 2023

Editorial: recent advances in process analytics.
J. Intell. Inf. Syst., August, 2023

Tailoring Machine Learning for Process Mining.
CoRR, 2023

CoSMo: a Framework for Implementing Conditioned Process Simulation Models.
CoRR, 2023

Guest editorial: Advances in intelligent data, data engineering, and information systems.
Comput. Sci. Inf. Syst., 2023

FEEED: Feature Extraction from Event Data.
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

A Scikit-learn Extension Dedicated to Process Mining Purposes.
Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, 2023

Enhancing Fairness and Accuracy in Machine Learning Through Similarity Networks.
Proceedings of the Cooperative Information Systems - 29th International Conference, 2023

A Web Application to Demonstrate the Properties of Label Propagation Algorithms.
Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, 2023

2022
Synthetic Event Streams.
Dataset, May, 2022

Graph embeddings in criminal investigation: towards combining precision, generalization and transparency.
World Wide Web, 2022

Evaluation Goals for Online Process Mining: A Concept Drift Perspective.
IEEE Trans. Serv. Comput., 2022

Modeling and predicting students' engagement behaviors using mixture Markov models.
Knowl. Inf. Syst., 2022

Toward a General Framework for Multimodal Big Data Analysis.
Big Data, 2022

Agent-Based Vector-Label Propagation for Explaining Social Network Structures.
Proceedings of the Knowledge Management in Organisations - 16th International Conference, 2022

Contactless Authentication for Wearable Devices Using RFID.
Proceedings of the IEEE International Conference on Digital Health, 2022

Knowledge-Based Legal Document Retrieval: A Case Study on Italian Civil Court Decisions.
Proceedings of the Companion Proceedings of the 23rd International Conference on Knowledge Engineering and Knowledge Management, 2022

A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph.
Proceedings of the Engineering Applications of Neural Networks, 2022

Pattern Matching Algorithm in Event Graphs.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Selecting Optimal Trace Clustering Pipelines with Meta-learning.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
Advances in Data Management in the Big Data Era.
Proceedings of the Advancing Research in Information and Communication Technology, 2021

Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level.
IEEE Trans. Serv. Comput., 2021

Ontology based recommender system using social network data.
Future Gener. Comput. Syst., 2021

Selecting Optimal Trace Clustering Pipelines with AutoML.
CoRR, 2021

Using Meta-learning to Recommend Process Discovery Methods.
CoRR, 2021

A design methodology for matching smart health requirements.
Concurr. Comput. Pract. Exp., 2021

Decision-making support for input data in business processes according to former instances.
Comput. Sci. Inf. Syst., 2021

Semantic Data Integration for Investigations: Lessons Learned and Open Challenges.
Proceedings of the IEEE International Conference on Smart Data Services, 2021

On the use of online clustering for anomaly detection in trace streams.
Proceedings of the SBSI 2021: XVII Brazilian Symposium on Information Systems, Uberlândia, Brazil, June 7, 2021

Software Services Engineering Manifesto - A Cross-Cutting Declaration.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Engineering Continuous Monitoring of Intrinsic Capacity for Elderly People.
Proceedings of the IEEE International Conference on Digital Health, 2021

Correlation and pattern detection in event networks.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Comparing Concept Drift Detection with Process Mining Software.
Braz. J. Inf. Syst., 2020

A Case Study in Smart Healthcare Platform Design.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Graph Embeddings in Criminal Investigation: Extending the Scope of Enquiry Protocols.
Proceedings of the MEDES '20: 12th International Conference on Management of Digital EcoSystems, 2020

A Comparative Study of Clustering Techniques Applied on Covid-19 Scientific Literature.
Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

The CDESF Toolkit: An Introduction.
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

Anomaly Detection on Event Logs with a Scarcity of Labels.
Proceedings of the 2nd International Conference on Process Mining, 2020

Evaluating Trace Encoding Methods in Process Mining.
Proceedings of the From Data to Models and Back - 9th International Symposium, 2020

Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium.
Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019
Designing a Recommender System for Touristic Activities in a Big Data as a Service Platform.
Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019

Dynamic Access Control to Semantics-Aware Streamed Process Logs.
J. Data Semant., 2019

Leveraging Anomaly Detection in Business Process with Data Stream Mining.
Braz. J. Inf. Syst., 2019

Towards Configurable Composite Data Quality Assessment.
Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Sampling Online Social Networks with Tailored Mining Strategies.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Designing Process-Centric Blockchain-Based Architectures: A Case Study in e-voting as a Service.
Proceedings of the Data-Driven Process Discovery and Analysis, 2019

Comparing Concept Drift Detection with Process Mining Tools.
Proceedings of the XV Brazilian Symposium on Information Systems, 2019

Assessing Strategies for Sampling Dynamic Social Networks.
Proceedings of the Research & Innovation Forum 2019, 2019

Modeling a Multi-agent Tourism Recommender System.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Performances of OLAP Operations in Graph and Relational Databases.
Proceedings of the Knowledge Management in Organizations - 14th International Conference, 2019

CHAMALEON: Framework to improve Data Wrangling with Complex Data.
Proceedings of the 40th International Conference on Information Systems, 2019

Discovering Students' Engagement Behaviors in Confidence-based Assessment.
Proceedings of the IEEE Global Engineering Education Conference, 2019

A Methodology for Cross-Platform, Event-Driven Big Data Analytics-as-a-Service.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Overlapping Analytic Stages in Online Process Mining.
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

Blockchain-Based E-Vote-as-a-Service.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
Big Data Semantics.
J. Data Semant., 2018

A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Corrective Feedback and Its Implications on Students' Confidence-Based Assessment.
Proceedings of the Technology Enhanced Assessment - 21st International Conference, 2018

Anomaly Detection in Business Process based on Data Stream Mining.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

Automated Monitoring of Collaborative Working Environments for Supporting Open Innovation.
Proceedings of the Knowledge Management in Organizations - 13th International Conference, 2018

Modeling Behavioral Dynamics in Confidence-Based Assessment.
Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

Semantic Support for Model Based Big Data Analytics-as-a-Service (MBDAaaS).
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2018

A Fast and Incremental Development Life Cycle for Data Analytics as a Service.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018

2017
Quantify Resilience Enhancement of UTS through Exploiting Connected Community and Internet of Everything Emerging Technologies.
ACM Trans. Internet Techn., 2017

Quantify resilience enhancement of UTS through exploiting connect community and internet of everything emerging technologies.
CoRR, 2017

A Framework for Trace Clustering and Concept-drift Detection in Event Streams.
Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), 2017

Scouting Big Data Campaigns using TOREADOR Labs.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

Toward a New Generation of Log Pre-processing Methods for Process Mining.
Proceedings of the Business Process Management Forum, 2017

What Are My Users Looking for When Preparing a Big Data Campaign.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

A Model-Driven Methodology for Big Data Analytics-as-a-Service.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Toward Model-Based Big Data-as-a-Service: The TOREADOR Approach.
Proceedings of the Advances in Databases and Information Systems, 2017

2016
Facing big data variety in a model driven approach.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Translating Process Mining Results into Intelligible Business Information.
Proceedings of the The 11th International Knowledge Management in Organizations Conference on The changing face of Knowledge Management Impacting Society, 2016

On the predictive power of university curricula.
Proceedings of the 2016 IEEE Global Engineering Education Conference, 2016

Big data analytics as-a-service: Issues and challenges.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Applying recommender systems in collaboration environments.
Comput. Hum. Behav., 2015

Security Aspects of De-materialized Local Public Administration Processes.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

Heterogeneous Business Process Management: A Metamodel-Based Approach.
Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

De-Materializing Local Public Administration Processes.
Proceedings of the International Workshop on Petri Nets and Software Engineering (PNSE'15), 2015

Knowledge Driven Behavioural Analysis in Process Intelligence.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, 2015

Innovation Factory: An Innovative Collaboration and Management Scenario.
Proceedings of the e-Infrastructure and e-Services - 7th International Conference, 2015

2014
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection.
Int. J. Knowl. Manag., 2014

Driving knowledge acquisition via metric life-cycle in process intelligence.
Proceedings of the 14th International Conference on Knowledge Management and Data-driven Business, 2014

Tracing the Development of Ideas in Distributed, IT-Supported Teams during Synchronous Collaboration.
Proceedings of the 22st European Conference on Information Systems, 2014

2013
An efficient language pipeline for flexible rule-based context representation.
J. Ambient Intell. Humaniz. Comput., 2013

Boosting the Innovation Process in Collaborative Environments.
Proceedings of the IEEE International Conference on Systems, 2013

Knowledge and Business Intelligence Technologies in Cross-Enterprise Environments for Italian Advanced Mechanical Industry.
Proceedings of the 3rd International Symposium on Data-driven Process Discovery and Analysis, 2013

Track B: Convergence of technologies for sustainable infrastructures.
Proceedings of the 7th IEEE International Conference on Digital Ecosystems and Technologies, 2013

Testing Social Network Metrics for Measuring Electoral Success in the Italian Municipal Campaign of 2011.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

Consistent Process Mining over Big Data Triple Stores.
Proceedings of the IEEE International Congress on Big Data, 2013

Knowledge and Business Intelligence Technologies in Cross-Enterprise Environments for Italian Advanced Mechanical Industry.
Proceedings of the Joint Proceedings of the International Workshop on Petri Nets and Software Engineering (PNSE'13) and the International Workshop on Modeling and Business Environments (ModBE'13), Milano, Italy, June 24, 2013

2012
Toward Sensor-Based Context Aware Systems.
Sensors, 2012

Exploiting Participatory Design in Open Innovation Factories.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Towards a Collaborative Innovation Catalyst.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Design principles for competence-based Recommender Systems.
Proceedings of the 6th IEEE International Conference on Digital Ecosystems and Technologies, 2012

Rich Context Representation for Situation Aware System.
Proceedings of the Sixth International Conference on Complex, 2012

2011
Special issue on querying the data web - Novel techniques for querying structured data on the web.
World Wide Web, 2011

Augmented reality technologies, systems and applications.
Multim. Tools Appl., 2011

eHR-KM - First International Workshop on Knowledge Management and e-Human Resources Practices for Innovation.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011

CR2S: Competency Roadmap to Strategy.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011

Toward Open World and Multimodal Situation Models for Sensor-Aware Web Platforms.
Proceedings of the Ubiquitous Computing and Multimedia Applications, 2011

Monitoring Business Processes in the Networked Enterprise.
Proceedings of the Data-Driven Process Discovery and Analysis, 2011

Towards an agent-based architecture for managing uncertainty in situation awareness.
Proceedings of the 2011 IEEE Symposium on Intelligent Agent, 2011

2010
Semantics-aware matching strategy (SAMS) for the Ontology meDiated Data Integration (ODDI).
Int. J. Knowl. Eng. Soft Data Paradigms, 2010

OnToContent'10 - PC Co-chairs Message.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010 Workshops, 2010

EPICA: Easy Persistent Identifier Common Architecture.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010 Workshops, 2010

Representing Immaterial Value in Business Model.
Proceedings of the Workshops Proceedings of the 14th IEEE International Enterprise Distributed Object Computing Conference, 2010

Multimodality in Pervasive Environment.
Proceedings of the Semantic Challenges in Sensor Networks, 24.01. - 29.01.2010, 2010

2009
Representing and Validating Digital Business Processes.
Proceedings of the Advances in Web Semantics I, 2009

OnToContent 2009 PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009

A toward Framework for Generic Uncertainty Management.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Semantic web-based profiled knowledge discovery in community of practice.
Int. J. Bus. Process. Integr. Manag., 2008

Business Metrics Discovery by Business Rules.
Proceedings of the Emerging Technologies and Information Systems for the Knowledge Society, 2008

Which Role for an Ontology of Uncertainty?
Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, 2008

Consensus Emergence from Naming Games in Representative AgentSemantic Overlay Networks.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

Ontology Robustness in Evolution.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

ODDI: Ontology-Driven Data Integration.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

ODDI - A Framework for Semi-automatic Data Integration.
Proceedings of the ICEIS 2008, 2008

A Framework for Semi-automatic Data Integration.
Proceedings of the Enterprise Information Systems, 10th International Conference, 2008

2007
Bottom-Up Extraction and Trust-Based Refinement of Ontology Metadata.
IEEE Trans. Knowl. Data Eng., 2007

Representing and Validating Digital Business Processes.
Proceedings of the Web Information Systems and Technologies, 2007

Trustworthiness-related Uncertainty of Semantic Web-style Metadata: A Possibilistic Approach.
Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Using Ontologies to Map Concept Relations in a Data Integration System.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

An FCA-based mapping generator.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006
Adding a Trust Layer to Semantic Web Metadata.
Proceedings of the Soft Computing in Web Information Retrieval - Models and Applications, 2006

Techniques for metadata extraction and maintenance.
PhD thesis, 2006

OntoExtractor: A Fuzzy-Based Approach to Content and Structure-Based Metadata Extraction.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006

A Transfusion Ontology for Remote Assistance in Emergency Health Care (Position Paper).
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006

Evolutionary ANNs for Improving Accuracy and Efficiency in Document Classification Methods.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Bottom-up extraction and maintenance of ontology-based metadata.
Proceedings of the Fuzzy Logic and the Semantic Web, 2006

2005
Adding a Peer-to-Peer Trust Layer to Metadata Generators.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Detecting Ontology Change from Application Data Flows.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Detecting is-a and part-of Relations in Heterogeneous Data Flow.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Generate Context Metadata Based on Biometric System.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Advanced Metadata for Privacy-Aware Representation of Credentials.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

2004
Extracting role hierarchies from authentication data flows.
Comput. Syst. Sci. Eng., 2004

Knowledge Extraction from Semi-structured Data Based on Fuzzy Techniques.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Managing Ontology Evolution Via Relational Constraints.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Mining Class Hierarchies from XML Data: Representation Techniques.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

2003
Managing Identities via Interactions between Ontologies.
Proceedings of the On The Move to Meaningful Internet Systems 2003: OTM 2003 Workshops, 2003

A Ontology-based Process Modelling for XP.
Proceedings of the 10th Asia-Pacific Software Engineering Conference (APSEC 2003), 2003


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