output
20032026
most citedKnowledge Graphs

1.8k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020 · cs.AIShow all

5 papers · 2 filters

cs.AI2020★ 1 cited

Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019

Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam +71

One of the grand challenges discussed during the Dagstuhl Seminar "Knowledge Graphs: New Directions for Knowledge Representation on the Semantic Web" and described in its report is…

cs.AI2020★ 6 cited

Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining

Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio +6

This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mining founded on the notion of entropy from informa…

cs.AI2020★ 28 cited

XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP

Sven Weinzierl, Sandra Zilker, Jens Brunk +3

Predictive business process monitoring (PBPM) is a class of techniques designed to predict behaviour, such as next activities, in running traces. PBPM techniques aim to improve pro…

cs.AI2020★ 23 cited

Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances

Jens Brunk, Matthias Stierle, Leon Papke +3

Predicting undesirable events during the execution of a business process instance provides the process participants with an opportunity to intervene and keep the process aligned wi…

cs.AI2020★ 1.8k cited

Knowledge Graphs

Aidan Hogan, Eva Blomqvist, Michael Cochez +15

In this paper we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that requ…