https://puma.ub.uni-stuttgart.de/group/simtech/entity-resolutionPUMA RSS feed for /group/simtech/entity-resolution2026-04-23T14:08:58+02:00https://puma.ub.uni-stuttgart.de/bibtex/2c898cef85a73148a11d8282302c4d9a8/m.herschelm.herschel2022-10-27T08:18:39+02:00intcdc entity-resolution peer rp9-2 ipvs-de <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Leonardo Gazzarri" itemprop="url" href="/person/1c9dff3c29fe8c95c9aab8edff5386717/author/0"><span itemprop="name">L. Gazzarri</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Melanie Herschel" itemprop="url" href="/person/1c9dff3c29fe8c95c9aab8edff5386717/author/1"><span itemprop="name">M. Herschel</span></a></span></span>. </span><span class="additional-entrytype-information"><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">International Conference on Extending Database Technology (EDBT)</span>, </em></span><em>Seite <span itemprop="pagination">80--91</span>. </em>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)</span>Thu Oct 27 08:18:39 CEST 2022International Conference on Extending Database Technology (EDBT)80--91Progressive Entity Resolution over Incremental Data2023intcdc entity-resolution peer rp9-2 ipvs-de https://puma.ub.uni-stuttgart.de/bibtex/2ca69630dc2a3e12b6e51002044208101/m.herschelm.herschel2020-10-22T14:34:20+02:00entity-resolution peer ipvs-de rp9 <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Leonardo Gazzarri" itemprop="url" href="/person/10d963729256107fd539182a1b9813dd3/author/0"><span itemprop="name">L. Gazzarri</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Melanie Herschel" itemprop="url" href="/person/10d963729256107fd539182a1b9813dd3/author/1"><span itemprop="name">M. Herschel</span></a></span></span>. </span><span class="additional-entrytype-information"><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the IEEE International Conference on Data Engineering (ICDE)</span>, </em></span>(<em><span>2021<meta content="2021" itemprop="datePublished"/></span></em>)</span>Thu Oct 22 14:34:20 CEST 2020Proceedings of the IEEE International Conference on Data Engineering (ICDE)End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data2021entity-resolution peer ipvs-de rp9 https://puma.ub.uni-stuttgart.de/bibtex/229d6bb73e60811cf405472f2dd4f93a3/m.herschelm.herschel2020-07-01T07:30:27+02:00entity-resolution ipvs-de <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Leonardo Gazzarri" itemprop="url" href="/person/1fb5c8b580d9e500b27de194b5101e6f3/author/0"><span itemprop="name">L. Gazzarri</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Melanie Herschel" itemprop="url" href="/person/1fb5c8b580d9e500b27de194b5101e6f3/author/1"><span itemprop="name">M. Herschel</span></a></span></span>. </span><span class="additional-entrytype-information"><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="journal">SICS Software-Intensive Cyber-Physical Systems</span>, </em> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">35 </span></span>(<span itemprop="issueNumber">1</span>): <span itemprop="pagination">31-38</span></em> </span>(<em><span>2020<meta content="2020" itemprop="datePublished"/></span></em>)</span>Wed Jul 01 07:30:27 CEST 2020SICS Software-Intensive Cyber-Physical Systems131-38Towards task-based parallelization for entity resolution352020entity-resolution ipvs-de Entity resolution (ER) refers to the problem of finding which virtual representations in one or more data sources refer to the same real-world entity. A central question in ER is how to find matching entity representations (so called duplicates) efficiently and in a scalable way. One general technique to address these issues is to leverage parallelization. In particular, almost all work on parallel ER focus on data parallelism. This paper focuses on task parallelism for ER. This type of parallelism allows to support incremental ER that offers incremental computation of the solution by streaming results of intermediate stages of ER as soon as they are computed. This possibly allows to obtain results in a more timely fashion and can also serve in a service-oriented setting with limited time or monetary budget. In summary, this paper presents a framework for task-parallelization of ER, supporting in particular ER of large amounts of semi-structured and heterogeneous data. We also discuss a possible implementation of our framework.https://puma.ub.uni-stuttgart.de/bibtex/2eeec6210a444148a590e9c5d95ac43c1/m.herschelm.herschel2020-07-01T07:24:59+02:00entity-resolution ipvs-de <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Leonardo Gazzarri" itemprop="url" href="/person/1439202f9f04450219a91335b56b06b12/author/0"><span itemprop="name">L. Gazzarri</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Melanie Herschel" itemprop="url" href="/person/1439202f9f04450219a91335b56b06b12/author/1"><span itemprop="name">M. Herschel</span></a></span></span>. </span><span class="additional-entrytype-information"><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the International Conference on Extending Database Technology (EDBT)</span>, </em></span><em>Seite <span itemprop="pagination">419--422</span>. </em><em><span itemprop="publisher">OpenProceedings.org</span>, </em>(<em><span>2020<meta content="2020" itemprop="datePublished"/></span></em>)</span>Wed Jul 01 07:24:59 CEST 2020Proceedings of the International Conference on Extending Database Technology (EDBT)419--422Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters2020entity-resolution ipvs-de