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PRSP: A Plugin-based Framework for RDF Stream Processing [article]

Qiong Li and Xiaowang Zhang and Zhiyong Feng
<span title="2017-01-14">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we propose a plugin-based framework for RDF stream processing named PRSP.  ...  Taking advantage of PRSP, we can process large-scale RDF streams in a distributed context via distributed SPARQL engines.  ...  PRSP defines a unified interface for RDF engines, which makes it possible and easy for SPARQL engines to process RDF streams.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1701.03854v1">arXiv:1701.03854v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kw2s5dtwlrehhpdli6unxua7ki">fatcat:kw2s5dtwlrehhpdli6unxua7ki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826033332/https://arxiv.org/pdf/1701.03854v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/1d/091d759d18cde2e0d5fe7b7cb976afd488d16cc8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1701.03854v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

An Adaptive Framework for RDF Stream Processing [chapter]

Qiong Li, Xiaowang Zhang, Zhiyong Feng
<span title="">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this paper, we propose a novel framework for RDF stream processing named PRSP.  ...  Moreover, taking advantage of PRSP, we can process large-scale RDF streams in a distributed context via distributed SPARQL engines, such as gStoreD and TriAD.  ...  Conclusions In this paper, we present a novel framework for processing RDF streams by reducing RDF streams to RDF data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-63579-8_33">doi:10.1007/978-3-319-63579-8_33</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cdktyyc4mfdinhhub4r4bkrx3q">fatcat:cdktyyc4mfdinhhub4r4bkrx3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190220103027/http://pdfs.semanticscholar.org/2258/d95d851b55765b9df6dc56a0c206f4dac2e6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/58/2258d95d851b55765b9df6dc56a0c206f4dac2e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-63579-8_33"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

C-SPARQL Extension for Sampling RDF Graphs Streams [chapter]

Amadou Fall Dia, Zakia Kazi-Aoul, Aliou Boly, Yousra Chabchoub
<span title="2017-10-11">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqt3yqhkxvcubnonwg57er4tdq" style="color: black;">Studies in Computational Intelligence</a> </i> &nbsp;
In this paper, we propose to extend C-SPARQL for continuously generating samples on RDF graphs. We add three sampling operators (UNIFORM, RESERVOIR and CHAIN) to the C-SPARQL query syntax.  ...  Considering that the storage and processing of all these streams become expensive, we propose a solution to reduce the load while keeping data semantics, and optimizing treatments.  ...  This project aims to design and develop a distributed processing platform of massive data streams. The case study concerns the real-time monitoring of a drinking water distribution network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-65406-5_2">doi:10.1007/978-3-319-65406-5_2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xczc7p3tpneqlbpyejm54y4kca">fatcat:xczc7p3tpneqlbpyejm54y4kca</a> </span>
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SRBench: A Streaming RDF/SPARQL Benchmark [chapter]

Ying Zhang, Pham Minh Duc, Oscar Corcho, Jean-Paul Calbimonte
<span title="">2012</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We introduce SRBench, a general-purpose benchmark primarily designed for streaming RDF/SPARQL engines, completely based on real-world data sets from the Linked Open Data cloud.  ...  To help researchers and users comparing streaming RDF/SPARQL (strRS) engines in a standardised application scenario, we have designed SRBench, with which one can assess the abilities of a strRS engine  ...  We would like to give special thanks to Phuoc-Danh Le for his help on using CQELS.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35176-1_40">doi:10.1007/978-3-642-35176-1_40</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c7zidnqpcncgrauitykudfkb24">fatcat:c7zidnqpcncgrauitykudfkb24</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921202925/http://oa.upm.es/20397/1/INVE_MEM_2012_134355.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/51/19/5119e94c27b3798ca44074f0e68436940d64792d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35176-1_40"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

On Correctness in RDF Stream Processor Benchmarking [chapter]

Daniele Dell'Aglio, Jean-Paul Calbimonte, Marco Balduini, Oscar Corcho, Emanuele Della Valle
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this paper, we propose a characterization of the operational semantics of RDF stream processors, adapting well-known models used in the stream processing engine community: CQL and SECRET.  ...  Two complementary benchmarks have been proposed so far for the evaluation and continuous improvement of RDF stream processors: SRBench and LSBench.  ...  RDF Stream Processor Characterization Most RDF stream engines, including C-SPARQL, CQELS or SPARQL stream , provide a processing model that can be described through the three main abstract operators defined  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41338-4_21">doi:10.1007/978-3-642-41338-4_21</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a3ho37gydncabe6n5fumm42uom">fatcat:a3ho37gydncabe6n5fumm42uom</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503123134/https://link.springer.com/content/pdf/10.1007%2F978-3-642-41338-4_21.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/db/00/db003551c882ba8b5ccd31716b5a44dd3bcaf04b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41338-4_21"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Towards a Unified Language for RDF Stream Query Processing [chapter]

Daniele Dell'Aglio, Jean-Paul Calbimonte, Emanuele Della Valle, Oscar Corcho
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In recent years, several RDF Stream Processing (RSP) systems have emerged, which allow querying RDF streams using extensions of SPARQL that include operators to take into account the velocity of this data  ...  Recently, the W3C RSP Group started to work on a common model for representing and querying RDF streams.  ...  Finally, SPARQL stream [5] adopts an ontology-based data access to stream processing engines through query rewriting.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-25639-9_48">doi:10.1007/978-3-319-25639-9_48</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/chcxbu76yvgdzg6jofealwii3a">fatcat:chcxbu76yvgdzg6jofealwii3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706141439/https://infoscience.epfl.ch/record/212730/files/unified-language-rdf.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6e/a6/6ea68b8b7a0ef60aad3acaedf0d6c76f3bcba041.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-25639-9_48"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

DSCEP: An Infrastructure for Distributed Semantic Complex Event Processing [article]

Vitor Pinheiro de Almeida and Sukanya Bhowmik and Markus Endler and Kurt Rothermel
<span title="2020-02-14">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To use only the information on the data stream is not enough for many use cases.  ...  This paper provides a conceptual model and an implementation of an infrastructure for distributed SCEP, where each SCEP operator can process part of the data and send it to other SCEP operators in order  ...  The message formats are represented in JSON, and there is one for data streams of RDF triples and one for data streams of RDF graphs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.05869v1">arXiv:2002.05869v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zb4stbeuo5h2fkfrcga43uzuvq">fatcat:zb4stbeuo5h2fkfrcga43uzuvq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321102154/https://arxiv.org/pdf/2002.05869v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.05869v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Feeding PIDza to VIVO: data ingest with SPARQL-Generate

Maxime Lefrançois, Sandra Mierz
<span title="2021-06-23">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
SPARQL-Generate is an expressive template-based language to generate RDF streams or text streams from RDF datasets and document streams in arbitrary formats (for more information see website https://w3id.org  ...  ) and subsequently their publications (identified by a DOI), and thus providing a quick data basis for an empty Research Information System.  ...  -Generate RDF Lists -Performant -Transform binary formats as well as textual formats -Transform big documents (output HDT) -Generate RDF streams from streams It extends SPARQL, so we got for free  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5027304">doi:10.5281/zenodo.5027304</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/57wwq66vyralxe6q52cflc2iie">fatcat:57wwq66vyralxe6q52cflc2iie</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210629155916/https://zenodo.org/record/5027304/files/VIVO2021-Feeding%20PIDza%20to%20VIVO.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/14/e814e93349e6b5c9072887c955270aa3aee51f18.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5027304"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

A Query Model to Capture Event Pattern Matching in RDF Stream Processing Query Languages [chapter]

Daniele Dell'Aglio, Minh Dao-Tran, Jean-Paul Calbimonte, Danh Le Phuoc, Emanuele Della Valle
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The current state of the art in RDF Stream Processing (RSP) proposes several models and implementations to combine Semantic Web technologies with Data Stream Management System (DSMS) operators like windows  ...  of expressive event patterns over RDF streams?"  ...  While EP-SPARQL is an engine for performing CEP, C-SPARQL is a DSMSinspired RSP engine that offers a naive support to event pattern matching.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-49004-5_10">doi:10.1007/978-3-319-49004-5_10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nqxwjyexvngwlhofc3zkcwyx3y">fatcat:nqxwjyexvngwlhofc3zkcwyx3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200217163711/https://www.zora.uzh.ch/id/eprint/132902/1/main.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/57/06/57068378fa00adcc4b1a16bc43c1359f8f3ff939.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-49004-5_10"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Contrasting RDF Stream Processing Semantics [chapter]

Minh Dao-Tran, Harald Beck, Thomas Eiter
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The increasing popularity of RDF Stream Processing (RSP) has led to developments of data models and processing engines which diverge in several aspects, ranging from the representation of RDF streams to  ...  The findings give insights that might prove to be useful for the RSP community in developing a common core for RSP.  ...  Preliminaries From RDF to RDF Stream Processing. RDF [6] is a W3C recommendation for data interchange on the Web.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-31676-5_21">doi:10.1007/978-3-319-31676-5_21</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aqpuntysizbj7ffivualwbunlm">fatcat:aqpuntysizbj7ffivualwbunlm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705123046/http://www.kr.tuwien.ac.at/staff/beck/pub/dbe15-jist.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c1/3d/c13d4a785c0db90497429315c4e5d36a6cbe9ed9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-31676-5_21"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

SPARQL-to-SQL on Internet of Things Databases and Streams [chapter]

Eugene Siow, Thanassis Tiropanis, Wendy Hall
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We evaluate our approach against RDF stores, state-of-the-art SPARQL-to-SQL engines and streaming SPARQL engines, in the context of IoT data and scenarios.  ...  SPARQL engines to produce Linked Data 'just-in-time'.  ...  Streaming Engines The C-SPARQL [1] engine supports continuous pull-based SPARQL queries over RDF data streams by using Esper 6 , a complex event processing engine, to form windows in which SPARQL queries  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-46523-4_31">doi:10.1007/978-3-319-46523-4_31</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i5hey7j7hjabvf5yvx6hulxmi4">fatcat:i5hey7j7hjabvf5yvx6hulxmi4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724071749/https://eprints.soton.ac.uk/397863/1/sparql2sql.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/2e/612ed5974fddbab3aa02760730e45813064d03d3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-46523-4_31"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

RSP-QL Semantics

Daniele Dell'Aglio, Emanuele Della Valle, Jean-Paul Calbimonte, Oscar Corcho
<span title="">2014</span> <i title="IGI Global"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w7bkxef3rfcbrfixzvv2ignqf4" style="color: black;">International Journal on Semantic Web and Information Systems (IJSWIS)</a> </i> &nbsp;
RDF and SPARQL are established standards for data interchange and querying on the Web.  ...  In the last years data and query languages have been proposed to extend both RDF and SPARQL for streams and continuous processing, under the name of RDF Stream Processing -RSP.  ...  BACKGROUND: RDF AND SPARQL RDF is a W3C recommendation for data interchange on the Web (Cyganiak, Wood, & Lanthaler, 2014) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4018/ijswis.2014100102">doi:10.4018/ijswis.2014100102</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lq3gz7j7bze57plqohe6s6sg34">fatcat:lq3gz7j7bze57plqohe6s6sg34</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321113519/http://jeanpi.org/wp/media/rspql_ijswis_dellaglio_2015.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/81/6581e65d190056e1b608d7daa1fc11832aa8988e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4018/ijswis.2014100102"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Towards Making Distributed RDF Processing FLINKer

Amr Azzam, Sabrina Kirrane, Axel Polleres
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jyzdmc6hp5bdzbul7tgjhoxmge" style="color: black;">2018 4th International Conference on Big Data Innovations and Applications (Innovate-Data)</a> </i> &nbsp;
In the last decade, the Resource Description Framework (RDF) has become the de-facto standard for publishing semantic data on the Web.  ...  Despite the existence of various off-the-shelf Big Data platforms, processing RDF in a distributed environment remains a significant challenge.  ...  Flink is a true stream processing engine.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/innovate-data.2018.00009">doi:10.1109/innovate-data.2018.00009</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/obd/AzzamKP18.html">dblp:conf/obd/AzzamKP18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s7la6h4c7fgvrf6e4qz37xz34e">fatcat:s7la6h4c7fgvrf6e4qz37xz34e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430191332/http://epub.wu.ac.at/6493/1/Azzam%2D2018%2DInnovate%2DData.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e4/4f/e44f91d5b632d0401cfba9437b4d54ff90489a60.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/innovate-data.2018.00009"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Distributed Reasoning on Semantic Data Streams [chapter]

Rehab Albeladi
<span title="">2012</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this paper, we present our approach to enable rule-based reasoning on semantic data streams using data flow networks in a distributed manner.  ...  Stream Reasoning is the area that aims to combine reasoning techniques with data streams.  ...  A prototype RDFS reasoner for RDF data streams has been fully implemented, combining features from both reasoning techniques and stream processing techniques; it performs the inference task as a rule engine  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35173-0_33">doi:10.1007/978-3-642-35173-0_33</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r5wakypherbrlbyaz65rvnpa4q">fatcat:r5wakypherbrlbyaz65rvnpa4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180718215103/https://link.springer.com/content/pdf/10.1007%2F978-3-642-35173-0_33.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3c/79/3c79890a43dfd1056809e49ffa62e73a3e32f50c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35173-0_33"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics

Davide Barbieri, Daniele Braga, Stefano Ceri, Emanuele Della Valle, Yi Huang, Volker Tresp, Achim Rettinger, Hendrik Wermser
<span title="">2010</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3vh5mzjvind2vk5qmq5bpyxhqa" style="color: black;">IEEE Intelligent Systems</a> </i> &nbsp;
In particular, the notion of RDF streams is the "glue" for the interoperability of inductive and deductive reasoning techniques with methods and systems for processing data streams.  ...  When knowledge evolution is conveyed in the form of data streams, a combined approach of deductive and inductive reasoning can leverage the clear separation between the evolving (streaming) and the static  ...  To gather a data set for the evaluation, we used a predefined C SPARQL query and then transcoded and stored the output RDF streams into a data matrix.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mis.2010.142">doi:10.1109/mis.2010.142</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iu7b24hrzvgvjctmpdetlljudq">fatcat:iu7b24hrzvgvjctmpdetlljudq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120130191807/http://wwwbrauer.informatik.tu-muenchen.de/~trespvol/papers/DeductiveInductiveStreamReasoning.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/12/ab12fe2640647e6100b887d485a53d13b1fbc2fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mis.2010.142"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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