180 citations · 496 across the 12 of their papers we have counts for
12 papers
AVOCADO: The Streaming Process Mining Challenge
Christian Imenkamp, Andrea Maldonado, Hendrik Reiter +4
Streaming process mining deals with the real-time analysis of streaming data. Event streams require algorithms capable of processing data incrementally. To systematically address t…
A Framework for Processing Textual Descriptions of Business Processes using a Constrained Language -- Technical Report
Andrea Burattin, Antonio Grama, Ana-Maria Sima +2
This report explores how (potentially constrained) natural language can be used to enable non-experts to develop process models by simply describing scenarios in plain text. To thi…
A Monitoring and Discovery Approach for Declarative Processes Based on Streams
Andrea Burattin, Hugo A. López, Lasse Starklit
Process discovery is a family of techniques that helps to comprehend processes from their data footprints. Yet, as processes change over time so should their corresponding models,…
Online Soft Conformance Checking: Any Perspective Can Indicate Deviations
Andrea Burattin
Within process mining, a relevant activity is conformance checking. Such activity consists of establishing the extent to which actual executions of a process conform the expected b…
The Internet-of-Things Meets Business Process Management: A Manifesto
Christian Janiesch, Agnes Koschmider, Massimo Mecella +20
The Internet of Things (IoT) refers to a network of connected devices collecting and exchanging data over the Internet. These things can be artificial or natural, and interact as a…
OSSINT - Open Source Social Network Intelligence An efficient and effective way to uncover "private" information in OSN profiles
Giuseppe Cascavilla, Filipe Beato, Andrea Burattin +2
Online Social Networks (OSNs), such as Facebook, provide users with tools to share information along with a set of privacy controls preferences to regulate the spread of informatio…
Time and Activity Sequence Prediction of Business Process Instances
Mirko Polato, Alessandro Sperduti, Andrea Burattin +1
The ability to know in advance the trend of running process instances, with respect to different features, such as the expected completion time, would allow business managers to ti…
Detection and Quantification of Flow Consistency in Business Process Models
Andrea Burattin, Vered Bernstein, Manuel Neurauter +2
Business process models abstract complex business processes by representing them as graphical models. Their layout, solely determined by the modeler, affects their understandabilit…
PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings
Andrea Burattin
Process mining represents an important field in BPM and data mining research. Recently, it has gained importance also for practitioners: more and more companies are creating busine…
Conformance Checking Based on Multi-Perspective Declarative Process Models
Andrea Burattin, Fabrizio Maria Maggi, Alessandro Sperduti
Process mining is a family of techniques that aim at analyzing business process execution data recorded in event logs. Conformance checking is a branch of this discipline embracing…
SocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks
Andrea Burattin, Giuseppe Cascavilla, Mauro Conti
Online Social Networks are becoming the most important "places" where people share information about their lives. With the increasing concern that users have about privacy, most so…
Heuristics Miners for Streaming Event Data
Andrea Burattin, Alessandro Sperduti, Wil M. P. van der Aalst
More and more business activities are performed using information systems. These systems produce such huge amounts of event data that existing systems are unable to store and proce…