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A Machine Learning Based Analytical Framework for Semantic Annotation Requirements
2011
International journal of Web & Semantic Technology
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Also, we review and analyze machine learning applications for solving semantic annotation problems. ...
Therefore, semantic level information is one of the cornerstones of the Semantic Web. The process of adding semantic metadata to web resources is called Semantic Annotation. ...
KZMCM [22]
Using text mining for semi-
automatically semantic
annotation
Supporting
Ontology
Semi-
automatic
Domain
dependent
SOZEKAMM [23]
Automation of the
generation of
an annotation ...
doi:10.5121/ijwest.2011.2203
fatcat:p2wc236rpnckxj5bnl5xypvfga
Semantic Annotation: The Mainstay of Semantic Web
2013
International Journal of Computer Applications Technology and Research
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However, semantic annotation of the web documents is the successful way to make the Semantic Web vision a reality. ...
This paper introduces the Semantic Web and its vision (stack layers) with regard to some concept definitions that helps the understanding of semantic annotation. ...
Semi-automatic Semantic Annotation The semi-automatic annotation process needs human intervention at some annotation level. ...
doi:10.7753/ijcatr0206.1025
fatcat:ef366mdcdzbc3j3c5pheiubtou
Semi-Automatic Annotation System for OWL-Based Semantic Search
2009
2009 International Conference on Complex, Intelligent and Software Intensive Systems
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Keywords-semi-automatic annotation system, semantic search, web ontology language (OWL) ...
We, thus, present a semi-automatic annotation system, i.e. an automatic annotator and a manual annotator. ...
ACKNOWLEDGMENT The authors would like to thank the Industrial Technology Research Institute (ITRI) in Taiwan for their supports under the project "Ontology-based database management technology for surveillance ...
doi:10.1109/cisis.2009.82
dblp:conf/cisis/LiuCJC09
fatcat:uzswujdqqrcvblfwhjxlztbika
Semantator: Semantic annotator for converting biomedical text to linked data
2013
Journal of Biomedical Informatics
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In this paper, we introduce Semantator (Semantic Annotator), a semantic-web-based environment for annotating data of interest in biomedical documents, browsing and querying the annotated data, and interactively ...
Through Semantator, information of interest can be either annotated manually or semi-automatically using plug-in information extraction tools. ...
Acknowledgement This research is partially supported by the National Center for Biomedical Ontologies (NCBO) under the NIH Grant #N01-HG04028, and the NSF under Grant #0937060 to the CRA for the CIFellows ...
doi:10.1016/j.jbi.2013.07.003
pmid:23867104
pmcid:PMC4837761
fatcat:tg6z7opkgndlln4bhjetjppoqm
Human Intelligence in the Process of Semantic Content Creation
2009
World wide web (Bussum)
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One of the reasons for this state of affairs is assumed to be the lack of useful semantic content, a prerequisite for almost every IT system or application using semantics. ...
Initiatives in the areas of the Social Semantic Web acknowledged this problem, and identified mechanisms to motivate users to dedicate more of their time and resources to participate in the semantic content ...
across the Web in a task-driven, semi-automatic way. ...
doi:10.1007/s11280-009-0078-0
fatcat:adbitxfmrbettokx4duprf2auu
Maintenance of Human and Machine Metadata over the Web Content
[chapter]
2012
Lecture Notes in Computer Science
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Semantics over the Web content is crucial for web information systems, e.g. for effective information exploration, navigation or search. ...
We address this issue via maintenance approach based on automatically and semi-automatically generated rules that respect changes on the Web and time aspect. ...
This work was supported by the grants VG1/0675/11, APVV-0233-10 and it is a partial result of the Research and Development Operational Program for the projects SMART, ITMS 26240120005 and SMART II, ITMS ...
doi:10.1007/978-3-642-35623-0_22
fatcat:qibyrukulfa4hlvg5hmn7s2nfi
Towards Cloud Driven Semantic Annotation
2017
2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA)
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It is also a web that is context-aware in nature, whereby web documents are easily understandable and able to be processed by machines based on the underlying meaning provided for the documents by making ...
Semantic Web Technologies have been an active research area for some time and they are concerned with the development of technological concepts and artefacts that can drive the much elusive semantic web ...
There are three diverse ways of semantically annotating web data. They are manual, semi-automatic and automatic annotations. ...
doi:10.1109/aiccsa.2017.218
dblp:conf/aiccsa/AdedugbeBC17
fatcat:jjgkxcnw5vdslia2lg7r3sq6gi
Towards the Semantic Enrichment of Trajectories Using Spatial Data Infrastructures
2021
ISPRS International Journal of Geo-Information
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The SDI4Trajectory allows us to propose semi-automatic and manual semantic enrichment processes, which are efficient in supporting semantic annotations and STMO documentation as well. ...
To validate the SDI4Trajectory, we used a dataset collected by voluntary users through the MyTracks application for the following purposes: (i) comparing the semi-automatic and manual semantic enrichment ...
Acknowledgments: SDI4Trajectory is an institutional project aimed at enriching, analyzing and documenting Semantic Trajectories of Mobile Objects. ...
doi:10.3390/ijgi10120825
fatcat:754yjkx6e5ce3lbsbdsmwjbj5i
Unsupervised Approaches for Textual Semantic Annotation, A Survey
2019
ACM Computing Surveys
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Link to publication Creative Commons License (see https://creativecommons.org/use-remix/cc-licenses): CC BY Citation for published version (APA): ...
ACKNOWLEDGMENTS The authors thank the anonymous reviewers for their helpful comments, in addition to Cees de Laat, Paul Martin, Jayachander Surbiryala, and ZeShun Shi for useful discussions. ...
tools. ✗ SP2 3 Summarizes the semi-automatic semantic annotation of Web services. ...
doi:10.1145/3324473
fatcat:fg5ucwtloze6ljdlh4hqjkqxfe
How to Organize the Annotation Systems in Human-Computer Environment: Study, Classification and Observations
[chapter]
2015
Lecture Notes in Computer Science
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We would like to thank the anonymous reviewers for their extensive comments and suggestions that helped us improve this paper. ...
annotative activity (manual/ semi-automatic/ automatic); annotated resource type (text/ web page/ video/ audio/ image/ database/ web service/ Doc/ HTML/ PDFs) and application domain (semantic web / social ...
The Semantic Web proposes annotating document content using semantic information from domain ontologies. ...
doi:10.1007/978-3-319-22668-2_11
fatcat:enr2g7scfjaw7hzg6qu44hndba
JSON-LD based Web API Semantic Annotation Considering Distributed Knowledge
2020
IEEE Access
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CONCLUSION In this paper, a semi-automatic Web API semantic annotation approach is provided, namely JWASA. ...
Web API description format is designed. 2) A semi-automatic JSON-LD based Web API semantic annotation approach is proposed, where a semantic annotation specification is designed and some efficient assist ...
This can facilitate future API automatic composition. However, picking semantic vocabulary is completed manually. This requires annotators are professional for relevant business domains. ...
doi:10.1109/access.2020.3034937
fatcat:aujjsallfnfrbcguitlqlfngdq
Text Mining Through Semi Automatic Semantic Annotation
[chapter]
2006
Lecture Notes in Computer Science
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The conclusions suggest that our approach can facilitate the semi-automatic annotation of large document bases. ...
In this paper, we further elaborate a tool-supported process for semantic annotation of documents based on techniques and technologies traditionally used in software analysis and reverse engineering for ...
Conclusions and Future Work We have presented and evaluated a tool-supported process for the semantic annotation of web documents. ...
doi:10.1007/11944935_13
fatcat:itbim3zevvbo3c7llcben4lb2m
Generating metadata from web documents: a systematic approach
2013
Human-Centric Computing and Information Sciences
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Analyzing both the structural and un-structural content of Web documents, semi-structured Web documents can be conceptualized as resource objects with inter-relationships in RDF diagram. ...
In this paper, a mechanism generating RDF Semantic Web schema from Web document set as the semantic metadata is proposed. ...
The proposed mechanism is a feasible way for content providers develop semantic information systematically and semi-automatically. ...
doi:10.1186/2192-1962-3-7
fatcat:zjd2cv74ufgkrihiigfsd7qjsy
Ontological Semi Automatic Method for Web Data Tables Integration
2014
International Journal of Computer Applications
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It is a semi automatic method to extract and integration of web documents by using ontology. ...
In this paper, we are presenting a model for implementation of ontology through invoking a semi-automatic process from web data tables. ...
In this method we use semi automatic ontology in order to retrieve the data from web. ...
doi:10.5120/18783-0109
fatcat:j3x5a2wrefakxgdx7j7wd6tohy
Visual OntoBridge: Semi-automatic Semantic Annotation Software
[chapter]
2009
Lecture Notes in Computer Science
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Machine learning methods have been successfully used for data labeling, also referred to as data annotation, either in semi-automatic or fully automatic way. ...
We present a system for semi-automatic annotation of Web service schemas and other resources with the motivation to support efficient browse and search through those resources and to enable efficient composition ...
More accurately, we were annotating their schemas (i.e. capability documents) to achieve semantic interoperability of services for the purpose of discovery, composition, and execution. ...
doi:10.1007/978-3-642-04174-7_50
fatcat:p7ac6be72zb7zgizyv54czv4z4
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