000014348 001__ 14348
000014348 005__ 20250219153822.0
000014348 022__ $$a2942-7517
000014348 0247_ $$2DOI$$a10.4230/tgdk.2.1.2
000014348 037__ $$aARTICLE
000014348 039_9 $$a2025-02-19 15:38:22$$b1000189$$c2024-11-22 13:32:52$$d0$$c2024-11-21 14:46:14$$d1000189$$c2024-05-29 11:45:09$$d0$$y2024-05-29 11:45:00$$z1001805
000014348 041__ $$aeng
000014348 245__ $$aGrounding stream reasoning research
000014348 260__ $$aGermany$$bSchloss Dagstuhl – Leibniz-Zentrum für Informatik
000014348 269__ $$a2024-05
000014348 300__ $$a47 p.
000014348 506__ $$avisible
000014348 520__ $$9eng$$aIn the last decade, there has been a growing interest in applying AI technologies to implement complex data analytics over data streams. To this end, researchers in various fields have been organising a yearly event called the "Stream Reasoning Workshop" to share perspectives, challenges, and experiences around this topic. In this paper, the previous organisers of the workshops and other community members provide a summary of the main research results that have been discussed during the first six editions of the event. These results can be categorised into four main research areas: The first is concerned with the technological challenges related to handling large data streams. The second area aims at adapting and extending existing semantic technologies to data streams. The third and fourth areas focus on how to implement reasoning techniques, either considering deductive or inductive techniques, to extract new and valuable knowledge from the data in the stream. This summary is written not only to provide a crystallisation of the field, but also to point out distinctive traits of the stream reasoning community. Moreover, it also provides a foundation for future research by enumerating a list of use cases and open challenges, to stimulate others to join this exciting research area.
000014348 540__ $$acorrect
000014348 592__ $$aHEG-VS
000014348 592__ $$bInstitut Informatique de gestion
000014348 592__ $$cEconomie et Services
000014348 65017 $$aEconomie/gestion
000014348 65017 $$aInformatique
000014348 6531_ $$9eng$$astream reasoning
000014348 6531_ $$9eng$$astream processing
000014348 6531_ $$9eng$$aRDF streams
000014348 6531_ $$9eng$$astreaming linked data
000014348 6531_ $$9eng$$acontinuous query processing
000014348 6531_ $$9eng$$atemporal logics
000014348 6531_ $$9eng$$ahigh-performance computing
000014348 6531_ $$9eng$$adatabases
000014348 655__ $$ascientifique
000014348 700__ $$aBonte, Pieter$$uDepartment of Computer Science, KU Leuven Cam- pus Kulak, Belgium
000014348 700__ $$aCalbimonte, Jean-Paul$$uSchool of Management, HES-SO University of Applied Sciences and Arts Western Switzerland Valais
000014348 700__ $$ade Leng, Daniel$$uLinköping University, Sweden
000014348 700__ $$aDell’Aglio, Daniele$$uAalborg University, Denmark
000014348 700__ $$aDella Valle, Emanuele$$uDEIB - Politecnico di Milano, Italy
000014348 700__ $$aEiter, Thomas$$uTechnische Universität Wien, Austria
000014348 700__ $$aGiannini, Federico$$uDEIB - Politecnico di Milano, Italy
000014348 700__ $$aHeintz, Fredrik$$uLinköping University, Sweden
000014348 700__ $$aSchekotihin, Konstantin$$uAlpen-Adria-Universität Klagenfurt, Austria
000014348 700__ $$aLe-Phuoc, Danh$$uTechnical University Berlin, Germany
000014348 700__ $$aMileo, Alessandra$$uInsight Centre for Data Analytics, Dublin City Uni- versity, Ireland
000014348 700__ $$aSchneider, Patrik$$uTechnische Universität Wien, Austria ; Siemens AG, Chemnitz, Germany
000014348 700__ $$aTommasini, Riccardo$$uINSA Lyon, CNRS LIRIS, France ; University of Tartu, Estonia
000014348 700__ $$aUrbani, Jacopo$$uVrije Universiteit Amsterdam, The Netherlands
000014348 700__ $$aZiffer, Giacomo$$uDEIB - Politecnico di Milano, Italy
000014348 773__ $$tTransactions on Graph Data and Knowledge (TGDK)$$j2024, 2$$k1$$q2:1-2:47
000014348 8564_ $$yPublished version$$971b58683-5680-4d49-982f-5b40f9048425$$s1221987$$uhttps://arodes.hes-so.ch/record/14348/files/Calbimonte_2024_Grounding_stream.pdf
000014348 906__ $$aGOLD
000014348 909CO $$ooai:hesso.tind.io:14348$$pECONOMIESERVICES_ALL$$pGLOBAL_SET
000014348 950__ $$aI2
000014348 980__ $$ascientifique
000014348 981__ $$ascientifique