1 code implementation • 27 Nov 2023 • Bar Genossar, Avigdor Gal, Roee Shraga
Entity matching, a core data integration problem, is the task of deciding whether two data tuples refer to the same real-world entity.
1 code implementation • 23 Aug 2022 • Bar Genossar, Roee Shraga, Avigdor Gal
In what follows, we introduce the problem of multiple intents entity resolution (MIER), an extension to the universal (single intent) entity resolution task.
no code implementations • 25 Jun 2022 • Eli Bogdanov, Izack Cohen, Avigdor Gal
Developments in machine learning together with the increasing usage of sensor data challenge the reliance on deterministic logs, requiring new process mining solutions for uncertain, and in particular stochastically known, logs.
no code implementations • 27 Apr 2022 • Avigdor Gal, Roee Shraga
Given the availability of data and the improvement of machine learning techniques, this blog discusses the respective roles of humans and machines in achieving cognitive tasks in matching, aiming to determine whether traditional roles of humans and machines are subject to change.
no code implementations • 26 Apr 2022 • Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal
In this paper we propose a design methodology, using active learning to enhance learning capabilities, for building a model of production outcome using a constrained amount of raw material training data.
no code implementations • 14 Mar 2022 • Eli Bogdanov, Izack Cohen, Avigdor Gal
We envision the proposed stochastic conformance checking approach as a viable process mining component for future analysis of stochastic event logs.
no code implementations • 30 Jan 2022 • Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
AI-Augmented Business Process Management Systems (ABPMSs) are an emerging class of process-aware information systems, empowered by trustworthy AI technology.
1 code implementation • 15 Sep 2021 • Roee Shraga, Avigdor Gal
Schema matching is a core task of any data integration process.
no code implementations • 7 Jun 2021 • Izack Cohen, Avigdor Gal
The first includes conformance checking of a stochastically known log with respect to a given process model.
no code implementations • 3 Dec 2020 • Diego Calvanese, Avigdor Gal, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga
Virtual Knowledge Graphs (VKG) constitute one of the most promising paradigms for integrating and accessing legacy data sources.
1 code implementation • 2 Dec 2020 • Roee Shraga, Ofra Amir, Avigdor Gal
Matching is a task at the heart of any data integration process, aimed at identifying correspondences among data elements.
1 code implementation • 16 Oct 2020 • Xixi Lu, Avigdor Gal, Hajo A. Reijers
In this paper, we propose FlexHMiner, a three-step approach to discover processes with multi-level interleaved subprocesses.
no code implementations • 27 Feb 2019 • Haggai Roitman, Avigdor Gal, Louiqa Raschid
Advances in Web technology enable personalization proxies that assist users in satisfying their complex information monitoring and aggregation needs through the repeated querying of multiple volatile data sources.