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User Validation in Ontology Alignment [chapter]

Zlatan Dragisic, Valentina Ivanova, Patrick Lambrix, Daniel Faria, Ernesto Jiménez-Ruiz, Catia Pesquita
2016 Lecture Notes in Computer Science  
In this paper we present a broad study on user validation of ontology alignments that encompasses three distinct but interrelated aspects: the profile of the user, the services of the alignment system,  ...  User validation is one of the challenges facing the ontology alignment community, as there are limits to the quality of automated alignment algorithms.  ...  In this paper we present a broader study of user validation in ontology alignment.  ... 
doi:10.1007/978-3-319-46523-4_13 fatcat:mxpm255mazcctghazo4fnizgqm

User validation in ontology alignment: functional assessment and impact

Huanyu Li, Zlatan Dragisic, Daniel Faria, Valentina Ivanova, Ernesto Jiménez-Ruiz, Patrick Lambrix, Catia Pesquita
2019 Knowledge engineering review (Print)  
In this paper, we present a broad study on user validation of ontology alignments that encompasses three distinct but inter-related aspects: the profile of the user, the services of the alignment system  ...  User validation is one of the challenges facing the ontology alignment community, as there are limits to the quality of the alignments produced by automated alignment algorithms.  ...  In this paper, we present a broader study of user validation in ontology alignment. We start giving some basic notions of ontology alignment validation (Section 2).  ... 
doi:10.1017/s0269888919000080 fatcat:e3xsiwatffgwlkktplv6e63nz4

A System for Aligning Taxonomies and Debugging Taxonomies and Their Alignments [chapter]

Valentina Ivanova, Patrick Lambrix
2013 Lecture Notes in Computer Science  
In this demonstration paper we present a system for aligning taxonomies, the most used kind of ontologies, and debugging taxonomies and their alignments, where ontology alignment is treated as a special  ...  With the increased use of ontologies in semantically-enabled applications, the issues of debugging and aligning ontologies have become increasingly important.  ...  Implemented System In our system RepOSE the user starts a debugging session by loading the ontologies and alignments (if available). The output is the set of repaired ontologies and alignments.  ... 
doi:10.1007/978-3-642-41242-4_15 fatcat:wety73qo7jhljbsjr3u2zw7yrq

Interactive ontology matching based on partial reference alignment

Xingsi Xue, Xin Yao
2018 Applied Soft Computing  
Interactive ontology matching poses a new challenge in a way of how to efficiently leverage user validation to improve the ontology alignment.  ...  However, due to the complexity in the process of ontology matching, ontology alignments generated by automatic matching tools should be validated by users to guarantee the quality [2] .  ...  In each iteration, the alignment from the previous iteration is further improved, which enhances the quality of the ontology alignment in a more effective way.  ... 
doi:10.1016/j.asoc.2018.08.003 fatcat:nq5zw3qbbvgvtdvgsjnfya3eay

Alignment: A Hybrid, Interactive and Collaborative Ontology and Entity Matching Service

Sotirios Karampatakis, Charalampos Bratsas, Ondřej Zamazal, Panagiotis Filippidis, Ioannis Antoniou
2018 Information  
Alignment offers a user-friendly environment for matching two ontologies with the aid of configurable similarity algorithms.  ...  In this paper we present Alignment, a collaborative, system aided, interactive ontology matching platform.  ...  In comparison with the Alignment platform, the user cannot manually create links between ontologies/vocabularies in a user friendly environment.  ... 
doi:10.3390/info9110281 fatcat:gg6hipqponh7vovpml4npvd3ei

Interactive User Feedback in Ontology Matching Using Signature Vectors

Isabel F. Cruz, Cosmin Stroe, Matteo Palmonari
2012 2012 IEEE 28th International Conference on Data Engineering  
We present a solution to this problem that consists of making the ontology matching process interactive so as to incorporate user feedback in the loop.  ...  We will demonstrate how users can interact with the ontology matching process through the AgreementMaker user interface to match real-world ontologies.  ...  In our experiments, the user validation is simulated at every iteration via the reference alignment.  ... 
doi:10.1109/icde.2012.137 dblp:conf/icde/CruzSP12 fatcat:zzkfitdsq5bszeuafsggh3hs5i

Alignment: A Collaborative, System Aided, Interactive Ontology Matching Platform [chapter]

Sotirios Karampatakis, Charalampos Bratsas, Ondřej Zamazal, Panagiotis Marios Filippidis, Ioannis Antoniou
2017 Communications in Computer and Information Science  
Alignment: The interactive, collaborative, Link Creation Web Platform Alignment is a collaborative, system aided, user driven ontology matching platform.  ...  You can see an overview of a typical workflow in 6 A user (usually an ontology engineer) has to create a Then the user has to define which ontology will be used as source and target ontologies consequently  ... 
doi:10.1007/978-3-319-69548-8_22 fatcat:ht2ykkk7hbc7tcmv2xnxlis4oe

A session-based ontology alignment approach enabling user involvement1

Patrick Lambrix, Rajaram Kaliyaperumal, Michelle Cheatham, Isabel F. Cruz, Jérôme Euzenat, Catia Pesquita, Michelle Cheatham, Isabel F. Cruz, Jérôme Euzenat, Catia Pesquita
2016 Semantic Web Journal  
One of the current challenges in ontology alignment is the user involvement in the alignment process.  ...  To obtain highquality alignments user involvement is needed for validation of matching results as well as in the mapping generation process.  ...  The research field of ontology alignment is very active with its own yearly workshop as well as a yearly event, the Ontology Alignment Evaluation Initiative (OAEI, Acknowledgments We acknowledge the  ... 
doi:10.3233/sw-160243 fatcat:7k5y4oov45fbxlwss2fqomp3ju

A Session-Based Approach for Aligning Large Ontologies [chapter]

Patrick Lambrix, Rajaram Kaliyaperumal
2013 Lecture Notes in Computer Science  
In this paper we address these challenges. Our first contribution is an ontology alignment framework that enables solutions to each of the challenges.  ...  There are a number of challenges that need to be addressed when aligning large ontologies.  ...  [3, 13] ) describe different components and steps in the ontology alignment process such as preprocessing, matching, filtering and combining match results, and user validation of the mapping suggestions  ... 
doi:10.1007/978-3-642-38288-8_4 fatcat:qickeimiajfqlcjax3lm2z3yne

Requirements for and Evaluation of User Support for Large-Scale Ontology Alignment [chapter]

Valentina Ivanova, Patrick Lambrix, Johan Åberg
2015 Lecture Notes in Computer Science  
Currently one of the challenges for the ontology alignment community is the user involvement in the alignment process.  ...  Further, we present and discuss the results of a literature study for 7 ontology alignments systems as well as a heuristic evaluation and an observational user study for 3 ontology alignment systems to  ...  We thank the National Graduate School in Computer Science (CUGS) and the Swedish e-Science Research Centre (SeRC) for financial support.  ... 
doi:10.1007/978-3-319-18818-8_1 fatcat:vu5kj2mzfvepjng5ymmkhvotqu

Homolonto: generating homology relationships by pairwise alignment of ontologies and application to vertebrate anatomy

Gilles Parmentier, Frederic B. Bastian, Marc Robinson-Rechavi
2010 Computer applications in the biosciences : CABIOS  
Homolonto uses a supervised ontology alignment approach. Several alignments can be merged, forming homology groups.  ...  Motivation: The anatomy of model species is described in ontologies, which are used to standardize the annotations of experimental data, such as gene expression patterns.  ...  Propositions are managed relative to one ontology, "to align", which is being aligned to the "reference ontology" (the one loaded first by the user).  ... 
doi:10.1093/bioinformatics/btq283 pmid:20519284 pmcid:PMC2894521 fatcat:dnylhvsaq5bsrjpwjt5enme7ea

Interactive biomedical ontology matching

Xingsi Xue, Zhi Hang, Zhengyi Tang, Xiangtao Li
2019 PLoS ONE  
On this basis, we further make the ETS-based ontology matching technique cooperate with the user in a reasonable amount of time to efficiently create high quality alignments, and make use of EA's survival  ...  of the fittest to eliminate the wrong correspondences brought by erroneous user validations.  ...  Validation: Zhengyi Tang. Writing -original draft: Xingsi Xue. Writing -review & editing: Xingsi Xue.  ... 
doi:10.1371/journal.pone.0215147 pmid:30995257 pmcid:PMC6469807 fatcat:higy2xxmcrb3zbxf6hi6ohtifu

Bootstrapping Ontology Alignment Methods with APFEL [chapter]

Marc Ehrig, Steffen Staab, York Sure
2005 Lecture Notes in Computer Science  
With APFEL (Alignment Process Feature Estimation and Learning) we present a machine learning approach that explores the user validation of initial alignments for optimizing alignment methods.  ...  In fact, scrutinizing current ontology alignment methods, one may recognize that most are not optimized for given ontologies.  ...  The alignments are then handed over to the user for validation (cf. Section 4.2).  ... 
doi:10.1007/11574620_16 fatcat:tat5smyvrralvmxqnswv2oyhhy

Bootstrapping ontology alignment methods with APFEL

Marc Ehrig, Steffen Staab, York Sure
2005 Special interest tracks and posters of the 14th international conference on World Wide Web - WWW '05  
With APFEL (Alignment Process Feature Estimation and Learning) we present a machine learning approach that explores the user validation of initial alignments for optimizing alignment methods.  ...  In fact, scrutinizing current ontology alignment methods, one may recognize that most are not optimized for given ontologies.  ...  The alignments are then handed over to the user for validation (cf. Section 4.2).  ... 
doi:10.1145/1062745.1062912 dblp:conf/www/EhrigSS05 fatcat:ty7echhxwbcebmcgk2wbsa2dxy

Towards Evaluating Interactive Ontology Matching Tools [chapter]

Heiko Paulheim, Sven Hertling, Dominique Ritze
2013 Lecture Notes in Computer Science  
With a growing number of ontologies used in the semantic web, agents can fully make sense of different datasets only if correspondences between those ontologies are known.  ...  While the current research focus is mainly on fully automatic matching tools, some approaches have been proposed that involve the user in the matching process.  ...  Those mappings are put in a list in random order, and presented to the user for validation. We use one basic kind of interaction, i.e., validating if a Table 1 .  ... 
doi:10.1007/978-3-642-38288-8_3 fatcat:sak334cucrdzpcbl5royma4sxa
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