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A Machine Learning Based Analytical Framework for Semantic Annotation Requirements

Hamed Hassanzadeh, MohammadReza Keyvanpour
2011 International journal of Web & Semantic Technology  
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

Thabet Slimani
2013 International Journal of Computer Applications Technology and Research  
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

C.-H. Liu, H.-C. Chen, J.-L. Jain, J.-Y. Chen
2009 2009 International Conference on Complex, Intelligent and Software Intensive Systems  
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

Cui Tao, Dezhao Song, Deepak Sharma, Christopher G. Chute
2013 Journal of Biomedical Informatics  
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

Katharina Siorpaes, Elena Simperl
2009 World wide web (Bussum)  
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]

Karol Rástočný, Mária Bieliková
2012 Lecture Notes in Computer Science  
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

Oluwasegun Adedugbe, Elhadj Benkhelifa, Russell Campion
2017 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA)  
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

Jarbas Nunes Vidal-Filho, Valéria Cesário Times, Jugurta Lisboa-Filho, Chiara Renso
2021 ISPRS International Journal of Geo-Information  
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

Xiaofeng Liao, Zhiming Zhao
2019 ACM Computing Surveys  
Link to publication Creative Commons License (see 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]

Anis Kalboussi, Nizar Omheni, Omar Mazhoud, Ahmed Hadj Kacem
2015 Lecture Notes in Computer Science  
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

Xianghui Wang, Qian Sun, Jinlong Liang
2020 IEEE Access  
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]

Nadzeya Kiyavitskaya, Nicola Zeni, Luisa Mich, James R. Cordy, John Mylopoulos
2006 Lecture Notes in Computer Science  
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

Hsiang-Yuan Hsueh, Chun-Nan Chen, Kun-Fu Huang
2013 Human-Centric Computing and Information Sciences  
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

B. GowthamipriyaDarsini, B.Hanmanthu B.Hanmanthu
2014 International Journal of Computer Applications  
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]

Miha Grcar, Dunja Mladenic
2009 Lecture Notes in Computer Science  
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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