Filters








19,772 Hits in 5.6 sec

Visual Analysis of Ontology Matching Results with the MELT Dashboard [article]

Jan Portisch, Sven Hertling, Heiko Paulheim
<span title="2020-04-27">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In addition, the dashboard offers detailed group evaluation capabilities that allow for the application in broad evaluation campaigns such as the Ontology Alignment Evaluation Initiative (OAEI).  ...  In this demo, we introduce MELT Dashboard, an interactive Web user interface for ontology alignment evaluation which is created with the existing Matching EvaLuation Toolkit (MELT).  ...  Use Case and Demonstration One use case for the framework are OAEI campaigns. The Ontology Alignment Evaluation Initiative is running evaluation campaigns [2] every year since 2005.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.12628v1">arXiv:2004.12628v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d2kdz6edybckrnszebr5qoxtqi">fatcat:d2kdz6edybckrnszebr5qoxtqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200504074906/https://arxiv.org/pdf/2004.12628v1.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/2004.12628v1" 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>

SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
<span title="">2020</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ppliiwuwhjhjzdhxr5qnaaqsyi" style="color: black;">Knowledge engineering review (Print)</a> </i> &nbsp;
Ontology alignment evaluation initiative (OAEI) has been taken place for more than a decade to monitor and help the progress of the field and to compare systematically existing alignment systems.  ...  Ontology alignment is an important and inescapable problem for the interconnections of two ontologies stating the same concepts.  ...  To the best of our knowledge, MapPSO (Bock & Hettenhausen, 2012) has been the only EA-based alignment system which participated in the ontology alignment evaluation initiative (OAEI) (Bock et al., 2009  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s026988892000017x">doi:10.1017/s026988892000017x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ckqrn5n5nraxxb7jvijn7k4y5u">fatcat:ckqrn5n5nraxxb7jvijn7k4y5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107030011/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/B050C25A4AB20412CF5108FFE17E2F0E/S026988892000017Xa.pdf/div-class-title-sanom-hobbit-simulated-annealing-based-ontology-matching-on-hobbit-platform-div.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/13/2d/132da622a85a6006e9130b2848e030ff29f15f16.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s026988892000017x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Enhanced Ontology Matching for Big Data Integration

Nesma Mahmoud, Hatem M Abdlkader
<span title="">2020</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgp7pobnrfetfizidmpebi4qy" style="color: black;">Journal of Physics, Conference Series</a> </i> &nbsp;
The applicability of the proposed semantic matcher is evaluated through an experiment. The conference and anatomy gold standard datasets are evaluating the experimental results.  ...  Based on the experimental results evaluation, the proposed semantic matcher is promising and efficient in the semantic OM for BDI.  ...  In the evaluation, the gold standard datasets and reference alignments from the Ontology Alignment Evaluation Initiative (OAEI) contest are exploited. The rest of the paper is organized as follows.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1447/1/012028">doi:10.1088/1742-6596/1447/1/012028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ltonhtmpdvfalcf5aeairdxqpa">fatcat:ltonhtmpdvfalcf5aeairdxqpa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200131204316/https://iopscience.iop.org/article/10.1088/1742-6596/1447/1/012028/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/22/26/22262cd1bc5b821c7ae465a5d39bf72bcff2d979.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1447/1/012028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

Matching sensor ontologies with unsupervised neural network with competitive learning

Xingsi Xue, Haolin Wang, Wenyu Liu
<span title="2021-11-19">2021</span> <i title="PeerJ"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zs2czkfyybggbpvr26rbyxpsjy" style="color: black;">PeerJ Computer Science</a> </i> &nbsp;
The experiment utilizes the benchmark track provided by the Ontology Alignment Evaluation Initiative (OAEI) and multiple real sensor ontology alignment tasks to test our proposal's performance.  ...  In order to improve the quality of the sensor ontology alignment, an unsupervised neural network model is proposed in this work.  ...  Finally, evaluate the final matching results using the reference alignment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj-cs.763">doi:10.7717/peerj-cs.763</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34901425">pmid:34901425</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8627238/">pmcid:PMC8627238</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/57aqgctnt5gotcecnm3gglev3a">fatcat:57aqgctnt5gotcecnm3gglev3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211129001155/https://peerj.com/articles/cs-763.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/e7/44/e744c12a27bae936986977bb74824542acc5df4a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj-cs.763"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8627238" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

AN APPROACH FOR STANDARDIZATION OF SEMANTIC MODELS FOR BUILDING RENOVATION PROCESSES

C. Mirarchi, M. N. Lucky, S. Ciuffreda, M. Signorini, S. Lupica Spagnolo, C. Bolognesi, B. Daniotti, A. Pavan
<span title="2020-08-24">2020</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
This paper aims at showing a standardization and harmonization perspective for ontologies in the AECO industry, starting from the results achieved in the BIM4EEB project.  ...  Among the ontologies developed in the last decade for the construction sector, one specific reference should be made on the ifcOWL, an IFC-based ontology representing the most used data schema industry  ...  Karsten Menzel and his research group at Technische Universität Dresden for leading the activities of ontology harmonization, and D.Sc. Seppo Törmä for his work of development of ontologies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xliii-b4-2020-69-2020">doi:10.5194/isprs-archives-xliii-b4-2020-69-2020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qgpwro2g65f2vovzs6vbk3xuw4">fatcat:qgpwro2g65f2vovzs6vbk3xuw4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200825042303/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B4-2020/69/2020/isprs-archives-XLIII-B4-2020-69-2020.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/af/d3/afd3b4388edf587f335c23ae2ed296cb46c698e4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xliii-b4-2020-69-2020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Explicit Link Discovery Scheme Optimized with Ontology Mapping using Improved Machine Learning Approach

Sengodan MANI, Samukutty ANNADURAI
<span title="2021-04-01">2021</span> <i title="ICI Bucharest"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bknu4n2wb5dxdcglh6a55xekte" style="color: black;">Studies in Informatics and Control</a> </i> &nbsp;
The final process involves the mapping of two sets of links based on the similarity of domain/ range criteria for accurate results.  ...  In this paper a new model of similarity matching techniques is presented with the purpose of integrating related ontologies.  ...  OAEI for Ontology Mapping Approach Ontology Alignment Evaluation Initiative is a coordinating community who evaluates ontology matching tools.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24846/v30i1y202106">doi:10.24846/v30i1y202106</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6btp2dhhjvbqpgnorfptr7s4ei">fatcat:6btp2dhhjvbqpgnorfptr7s4ei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716153208/https://sic.ici.ro/wp-content/uploads/2021/03/Art.-6-Issue-4-2020.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/63/e3/63e37592268af5aa2555d5e92ed95c2fa7e04860.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24846/v30i1y202106"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Revisiting Indirect Ontology Alignment : New Challenging Issues in Cross-Lingual Context [article]

Marouen Kachroudi
<span title="2021-04-04">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Indeed, the proposed method deals with alignments of multilingual ontologies and implements an indirect ontology alignment strategy based on a composition and reuse of effective direct alignments.  ...  The trigger of the proposed method process is based on alignment algebra which governs the semantics composition of relationships and confidence values.  ...  Test Cases The carried out experimental evaluation uses alignments file-battery provided by the OAEI campaign (Ontology Alignment Evaluation Initiative Campaign).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.01628v1">arXiv:2104.01628v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5aiow3r5qzaibftz572pl6i2la">fatcat:5aiow3r5qzaibftz572pl6i2la</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210407002756/https://arxiv.org/pdf/2104.01628v1.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/d2/20/d220d7cad6260b04725195e1db17714de18bbb36.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.01628v1" 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>

CROSS LINGUAL ONTOLOGY MATCHING BASED ON FUZZY SYNTACTIC MATCHING

Shubhi Shrivastava, Department of computer science Banasthali Vidyapith Rajasthan, India
<span title="2020-06-20">2020</span> <i title="IJARCS International Journal of Advanced Research in Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dbwzqwxyw5hn3aantchmoxx65q" style="color: black;">International Journal of Advanced Research in Computer Science</a> </i> &nbsp;
Ontology matching is at the center of overseeing Cross Lingual on the semantic web.  ...  In this paper, we present a way to deal with take care of the issue of multilingualism on the semantic web, in view of Syntactic matching .  ...  Figure 1 :Figure 2 : 12 Architecture of Cross Lingual Ontology Matching System and Framework A snapshot of aligned ontology Table 1 1 shows the results of this evaluation Ontology Domain Precision  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v11i4.6647">doi:10.26483/ijarcs.v11i4.6647</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3b2otfi3gze2nj24nmxw3iu5ea">fatcat:3b2otfi3gze2nj24nmxw3iu5ea</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200912004224/http://www.ijarcs.info/index.php/Ijarcs/article/download/6647/5362" 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 noreferrer" href="https://doi.org/10.26483/ijarcs.v11i4.6647"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

The Empirical Evaluation of Semantic Alignment Quality Metrics for Vehicle Domain Component Frameworks Interface Ontologies

Sangita De, Premek Brada, Juergen Mottok, Michael Niklas
<span title="2021-04-18">2021</span> <i title="University of Florida George A Smathers Libraries"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qsmy2pq4ofbv7pwhg3dhn3kmmy" style="color: black;">Proceedings of the ... International Florida Artificial Intelligence Research Society Conference</a> </i> &nbsp;
In contrast to several existing ontology structural metrics, this work defines, evaluates and validates ontology metrics to measure the depth of semantic alignment between the vehicle domain software component  ...  by identifying the depth of semantic alignment relationships between the concepts of the interface ontologies is the major focus of this paper.  ...  Acknowledgement This work was partially supported by Ministry of Education, Youth and Sports of the Czech Republic, university specific research, project SGS-2019-018, Processing of heterogeneous data  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32473/flairs.v34i1.128512">doi:10.32473/flairs.v34i1.128512</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7th3g5a7qrcibfyy4tyfvcbuhm">fatcat:7th3g5a7qrcibfyy4tyfvcbuhm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210517020713/https://journals.flvc.org/FLAIRS/article/download/128512/130057" 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/65/2a/652a60f54f841703676ae52770392614193df21c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32473/flairs.v34i1.128512"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Multifaceted Context Representation using Dual Attention for Ontology Alignment [article]

Vivek Iyer, Arvind Agarwal, Harshit Kumar
<span title="2020-10-26">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
State-of-the-art (SOTA) architectures in Ontology Alignment typically use naive domain-dependent approaches with handcrafted rules and manually assigned values, making them unscalable and inefficient.  ...  In this work, we propose VeeAlign, a Deep Learning based model that uses a dual-attention mechanism to compute the contextualized representation of a concept in order to learn alignments.  ...  2010; Schumann and Lécué 2015) , primarily driven by the OAEI (Ontology Alignment Evaluation Initiative).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.11721v2">arXiv:2010.11721v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/enew2etdj5ct7feuk6khgc7hbe">fatcat:enew2etdj5ct7feuk6khgc7hbe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201030131758/https://arxiv.org/pdf/2010.11721v2.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/ff/28/ff2880301a8433083d274f6fccbff702c4f899ee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.11721v2" 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>

Bootstrapping Adversarial Learning of Biomedical Ontology Alignments

Ramon M Maldonado, Sanda M Harabagiu
<span title="2020-03-04">2020</span> <i title="American Medical Informatics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g6q27b56yzeupjryv6lby2r2pa" style="color: black;">AMIA Annual Symposium Proceedings</a> </i> &nbsp;
in the form of knowledge embeddings and (b) to use them for ontology alignment, by also relying on the ontology semantics.  ...  Experimental results show promise, demonstrating that jointly learning ontology alignment and knowledge representation improves upon learning either in isolation.  ...  Results Alignment Training Table 2 : Evaluation of biomedical ontology alignment using alignment-oriented knowledge embeddings. 20% of the aligned concepts of each pair of ontologies to create our  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32308857">pmid:32308857</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7153069/">pmcid:PMC7153069</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/55bsch3b55cflg2oskq63qksmm">fatcat:55bsch3b55cflg2oskq63qksmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505051208/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC7153069&amp;blobtype=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/83/3d/833d27df19893cdbc6a8bac05213aedf6f722da0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7153069" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Extraction of common conceptual components from multiple ontologies [article]

Luigi Asprino, Valentina Anita Carriero, Valentina Presutti
<span title="2021-11-04">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The results, which show good quality, are evaluated by manual inspection and by correlation with datasets and tool performance from the ontology alignment evaluation initiative.  ...  The method is applied to two corpora of ontologies in the Cultural Heritage and Conference domain, respectively.  ...  This work has been enabled by the H2020 Project Polifonia: a digital harmoniser for musical heritage knowledge funded by the European Commission Grant number 101004746.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.12831v2">arXiv:2106.12831v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vchzd3eidzfr7gnjch7mn2sjku">fatcat:vchzd3eidzfr7gnjch7mn2sjku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211110164015/https://arxiv.org/pdf/2106.12831v2.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/07/40/0740ea7b34eb13553d737adb929b5b42af33f2a7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.12831v2" 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>

Optimizing Hydrography Ontology Alignment Through Compact Particle Swarm Optimization Algorithm [chapter]

Yifeng Wang, Hanguang Yao, Liangpeng Wan, Hua Li, Junjun Jiang, Yun Zhang, Fangmin Wu, Junfeng Chen, Xingsi Xue, Cai Dai
<span title="">2020</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 experiment exploits the Hydrography dataset in Complex track provided by the Ontology Y. Wang et al. Alignment Evaluation Initiative (OAEI) to test our proposal's performance.  ...  However, the existing hydrography ontologies are developed with varying project perspectives and objectives, which inevitably results in the differences in terms of knowledge representation.  ...  performance of CPSO, the experiment exploits Hydrography dataset in Complex track provided by the Ontology Alignment Evaluation Initiative (OAEI).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-53956-6_14">doi:10.1007/978-3-030-53956-6_14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k6rnzrd4gvcoxjwmbpuflh6up4">fatcat:k6rnzrd4gvcoxjwmbpuflh6up4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201013081528/https://link.springer.com/content/pdf/10.1007%2F978-3-030-53956-6_14.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/55/04/5504b453e858985b47547446a1eab8ac504d9574.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-53956-6_14"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment [article]

Zhenbang Wu, Cao Xiao, Lucas M Glass, David M Liebovitz, Jimeng Sun
<span title="2022-03-04">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To tackle this problem, we propose AutoMap to automatically map the medical codes across different EHR systems in a coarse-to-fine manner: (1) Ontology-level Alignment: We leverage the ontology structure  ...  Results show that AutoMap achieves relative improvements up to 3.9% (AUC-ROC) and 8.7% (AUC-PR) for mortality prediction, and up to 4.7% (AUC-ROC) and 3.7% (F1) for length-of-stay estimation.  ...  This is to evaluate the contribution of the ontology mapping. • Step 1 Only + Random Ontology: We only perform step 1 (ontology-level alignment) but with a randomly generated ontology.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.02446v1">arXiv:2203.02446v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gjvt4kv72vcrxewmekpekq4tj4">fatcat:gjvt4kv72vcrxewmekpekq4tj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220309081626/https://arxiv.org/pdf/2203.02446v1.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/72/71/7271a8383bb4bfac77a12c84ab20c710ed46fb1b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.02446v1" 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>

Supervised Ontology and Instance Matching with MELT [article]

Sven Hertling, Jan Portisch, Heiko Paulheim
<span title="2020-09-20">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we present MELT-ML, a machine learning extension to the Matching and EvaLuation Toolkit (MELT) which facilitates the application of supervised learning for ontology and instance matching  ...  Our contributions are twofold: We present an open source machine learning extension to the matching toolkit as well as two supervised learning use cases demonstrating the capabilities of the new extension  ...  The authors contributed equally to this paper. Copyright 2020 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.11102v1">arXiv:2009.11102v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sirfm2ic4ffczl2c7enrxx6c3q">fatcat:sirfm2ic4ffczl2c7enrxx6c3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930014952/https://arxiv.org/pdf/2009.11102v1.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/2009.11102v1" 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>
&laquo; Previous Showing results 1 &mdash; 15 out of 19,772 results