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Dynamic vocabularies for web-based concept detection by trend discovery

Damian Borth, Adrian Ulges, Thomas M. Breuel
2012 Proceedings of the 20th ACM international conference on Multimedia - MM '12  
Acknowledgement This work was funded by the Google Research Awards Program and supported by the PiCloud Academic Research Program.  ...  The key contribution of this work is a novel approach offering automatic vocabulary selection for video concept detection by: Trending Topic Discovery: Terms that experience a spike in popularity over  ...  Introduction manually by experts, which narrows their applicability and suitability to deal with the enormous diversity of web-based video.  ... 
doi:10.1145/2393347.2396361 dblp:conf/mm/BorthUB12 fatcat:nspswrdipjbgrdppnlixv2u6ym

Visual Learning of Semantic Concepts in Social Multimedia

Damian Borth
2014 Künstliche Intelligenz  
Dynamic Vocabularies from Trending Topics The first contribution of the thesis is its novel approach towards forming dynamic vocabularies for concept detection.  ...  An important condition for constructing concept vocabularies dynamically is the capability to predict the most popular trending topics for detector training.  ... 
doi:10.1007/s13218-014-0328-x fatcat:hq267u3qnreffcmypn63qn2zmy

Semantic-Based Knowledge Dissemination and Extraction in Smart Environments

M. Ruta, F. Scioscia, E. Di Sciascio, D. Rotondi, S. Piccione
2013 2013 27th International Conference on Advanced Information Networking and Applications Workshops  
Logic-based standard and non-standard inference services can be exploited in matchmaking and negotiation for service/resource discovery and on-the-fly reasoning, as well as for large-scale analyses.  ...  The merging of Semantic Web technologies and the Internet of Things is originating the so-called Semantic Web of Things (SWoT), which promises to seamlessly integrate the real and digital worlds, to further  ...  The adoption of XML-based Semantic Web languages to describe domain vocabularies and to annotate resources requires information compression for efficient data storage and management in mobility.  ... 
doi:10.1109/waina.2013.249 dblp:conf/aina/RutaSSRP13 fatcat:d43rbifwmvd2dpjvegte4dxs5e

A Framework for Personalized Information Integration in Higher Education Institutes

Bahram Amini, Roliana Ibrahim, Mohd Shahizan Othman
2011 International Journal of Computer Applications  
The underlying semantic web technology facilitates on-demand integration of information from internal sources as well as the Web and provides web service discovery and invocation for effective information  ...  Service orientation paradigm provides dynamic and flexible means of communication for service interoperability among the framework components.  ...  Semantic matchmaking of functional descriptions helps the discovery of the available Web services and detection of suitable candidates for an analysis or a particular presentation service.  ... 
doi:10.5120/2879-3749 fatcat:qunfrwqpvfhdjfg46ffvmfdo5q

A Multi-Domain Web Text Feature Extraction Model for e-Science Environment

Weng Yu
2015 International Journal of Signal Processing, Image Processing and Pattern Recognition  
Oriented to the deficiencies above, a multi- domain web text feature extraction model for e-Science is proposed (named e-FTM).  ...  With the help of classification of common and individual features, the model tracks the generation and the development trend of domain events dynamically, and forms a couple of local data centers eventually  ...  The model is composed by three parts, the Web text features discovery in multi-field dynamic tracking of topics feature, as well as collaboration and sharing of knowledge in the field.  ... 
doi:10.14257/ijsip.2015.8.11.38 fatcat:6wmvtawn45eopiraukyayn7gna

GOOSE: semantic search on internet connected sensors

Klamer Schutte, Freek Bomhof, Gertjan Burghouts, Jurriaan van Diggelen, Peter Hiemstra, Jaap van 't Hof, Wessel Kraaij, Huib Pasman, Arthur Smith, Corne Versloot, Joost de Wit, Barbara D. Broome (+2 others)
2013 Next-Generation Analyst  
This is similar to the capability provided by presently available Internet search engines which enable the retrieval of information on "all" web pages on the Internet.  ...  The GOOSE concept has the ambition to provide the capability to search semantically for any relevant information within "all" (including imaging) sensor streams in the entire Internet of sensors.  ...  New mappings are added when new relations between exisiting vocabularies of data sets are created. For the GOOSE system this web will include dynamic data sets.  ... 
doi:10.1117/12.2018112 fatcat:lahch2ipprdtrl4qljyrdlvjya

Planetary Defense Mitigation Gateway: A One-Stop Gateway for Pertinent PD-Related Contents

Ishan Shams, Yun Li, Jingchao Yang, Manzhu Yu, Chaowei Yang, Myra Bambacus, Ruthan Lewis, Joseph A. Nuth, Luke Oman, Ronald Leung, Bernard D. Seery, Catherine Plesko (+2 others)
2019 Data  
base; (2) a document archiving and understanding mechanism for managing and utilizing the results produced by the PD science community; (3) an evolving PD knowledge base accumulated from existing literature  ...  The gateway offers a home to pertinent PD-related contents and knowledge produced by the NEO mitigation team and the community through (1) a state-of-the-art smart-search discovery engine based on PD knowledge  ...  All relatives are followed by a score indicating relevancy, which is pre-calculated based on the research from Jiang et al. [31] , for the relations among vocabularies within PD ontology.  ... 
doi:10.3390/data4020047 fatcat:mtzyc4h6rfcynostxwnw5nzeba

Enabling of the Ubiquitous e-Service Vision on the Internet

Akhil Sahai, Vijay Machiraju
2001 e-Service Journal  
These exchanges provide for businesses or e-services to register themselves, and to be discovered by other businesses in a unified manner.  ...  Another trend that is increasingly becoming common is that of users becoming mobile. These mobile users are accessing one or more e-services for performing their tasks.  ...  Web E-speak provides for web-based access to an e-speak service engine. An E-speak service engine can thus be used to create a web based e-service implementation.  ... 
doi:10.1353/esj.2001.0006 fatcat:eybf42u4bvbzrpqhqczekjdloi

Enabling of the Ubiquitous e-Service Vision on the Internet

Sahai, Machiraju
2001 e-Service Journal  
These exchanges provide for businesses or e-services to register themselves, and to be discovered by other businesses in a unified manner.  ...  Another trend that is increasingly becoming common is that of users becoming mobile. These mobile users are accessing one or more e-services for performing their tasks.  ...  Web E-speak provides for web-based access to an e-speak service engine. An E-speak service engine can thus be used to create a web based e-service implementation.  ... 
doi:10.2979/esj.2001.1.1.5 fatcat:dkjeo3rhyff75i6ceou7yirdke

Discovering the Dynamics of Terms' Semantic Relatedness through Twitter

Nikola Milikic, Jelena Jovanovic, Milan Stankovic
2011 Workshop on Making Sense of Microposts  
, over search query refinement to suggesting new web resources for the user to discover.  ...  We also provide a demo application for visualizing the change in micropost-based SR of terms.  ...  Such MSRs deduce semantic relatedness by leveraging co-occurrences of concepts. For example, the approach presented in Salton et al.  ... 
dblp:conf/msm/MilikicJS11 fatcat:5dzj7xa2rvacrdy274wxawxcsa

Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search

Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie el Khoury, Chong-Wah Ngo
2008 TREC Video Retrieval Evaluation  
Underlined concepts are unavailable in the closed set; bold concepts are selected by expert and novice.  ...  Table 4: Search topics and semantic concepts proposed in free form and via guided user selection.  ...  be recommended for the concept detection task, as confirmed by its top performance shown in TRECVID 2008.  ... 
dblp:conf/trecvid/ChangHJYZKN08 fatcat:v6zwncy3jbe3dm254ajqwrigii

Service Discovery and Selection Based on Dynamic QoS in the Internet of Things

Naiheng Zhang, Wei Wang
2021 Complexity  
Web services are self-describing and self-contained modular applications based on the network.  ...  With the deepening of web service applications, service consumers have gradually increased their requirements for service functions and service quality.  ...  Researchers have proposed a method for service discovery based on concept map matching [14] .  ... 
doi:10.1155/2021/6642514 fatcat:km3z35b6ijbutgsch3ij4okguy

RDF dataset profiling – a survey of features, methods, vocabularies and applications

Mohamed Ben Ellefi, Zohra Bellahsene, John G. Breslin, Elena Demidova, Stefan Dietze, Julian Szymański, Konstantin Todorov, Lora Aroyo
2018 Semantic Web Journal  
The Web of Data, and in particular Linked Data, has seen tremendous growth over the past years.  ...  dataset discovery and selection in tasks such as entity linking, distributed query, search or question answering.  ...  A more abstract approach is offered by the Dataset Dynamics (DaDy) vocabulary 65 , which allows the representation of more abstract dynamics-related observations for a specific dataset.  ... 
doi:10.3233/sw-180294 fatcat:6ihya5zgpfgp5f6xcjpapy6ocy

Ontology Based Dynamic e-Learning Flow Composition of Learning Web Services

M. Farida Begam, Gopinath Ganapathy
2014 Research Journal of Applied Sciences Engineering and Technology  
We suggested non logic based hybrid matching and composing algorithms which uses OWL-S profile and process ontologies for dynamic workflow composition of e-learning web services.  ...  Identifying required e-learning web services and dynamic composition and realization of those services is a challenging process.  ...  Discovery involves locating web services based on functional and non functional parameters.  ... 
doi:10.19026/rjaset.7.858 fatcat:waqwt5nxkfgvtnzzij34gectgq

DC Proposal: PRISSMA, Towards Mobile Adaptive Presentation of the Web of Data [chapter]

Luca Costabello
2011 Lecture Notes in Computer Science  
This paper introduces PRISSMA (Presentation of Resources for Interoperable Semantic and Shareable Mobile Adaptability), a domain-independent vocabulary for displaying Web of Data resources in mobile environments  ...  The vocabulary is the first step towards a declarative framework aimed at sharing and re-using presentation information for context-adaptable user interfaces over RDF data.  ...  core mobile context concepts useful for dynamic adaptation of user interfaces for RDF data.  ... 
doi:10.1007/978-3-642-25093-4_18 fatcat:f4hlwxrgxnagrbppkgindggpn4
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