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The User Model and Context Ontology GUMO Revisited for Future Web 2.0 Extensions

Dominik Heckmann, Eric Schwarzkopf, Junichiro Mori, Dietmar Dengler, Alexander Kröner
2007 International and Interdisciplinary Conference on Modeling and Using Context  
We revisit the top-level ontology Gumo for the uniform management of user and context models in a semantic web environment. We discuss design decisions, while putting the focus on ontological issues.  ...  Finally, we ask how data from Web 2.0 and especially from a social tagging application like del.icio.us as a basis for user adaptation and context-awareness could influence the ontology.  ...  Summary We have revisited the user model and context ontology Gumo in the semantic web ontology language OWL together with the exchange language UserML and the U2M UserModel&ContextServer.  ... 
dblp:conf/context/HeckmannSMDK07 fatcat:mxlvkllpwferfbvhj2d4h2w46e

From ideal to reality: segmentation, annotation, and recommendation, the vital trajectory of intelligent micro learning

Jiayin Lin, Geng Sun, Tingru Cui, Jun Shen, Dongming Xu, Ghassan Beydoun, Ping Yu, David Pritchard, Li Li, Shiping Chen
2019 World wide web (Bussum)  
From a research contribution perspective, this paper serves as a basis to depict and understand the challenges in the data sources and data mining for the research of micro learning.  ...  The soaring development of Web technologies and mobile devices has blurred time-space boundaries of people's daily activities.  ...  Acknowledgement This research has been carried out with the support of the Australian Research Council Discovery Project, DP180101051, and Natural Science Foundation of China, no. 61877051, and UGPN RCF  ... 
doi:10.1007/s11280-019-00730-9 fatcat:7s5dus7tvze5rnzj7na2yszmdm

Personalization in multimedia retrieval: A survey

Yijuan Lu, Nicu Sebe, Ross Hytnen, Qi Tian
2010 Multimedia tools and applications  
This paper will present some current models and techniques being researched to model ontology, preference, context, and presentation and bring them together in a chain of ideas that leads from raw uninformed  ...  The goal of this survey is to give an overview of the current situation in the branches of research that are involved in annotation, relation and presentation to a user by preference.  ...  whole FACS consortium for excellent suggestions and discussions.  ... 
doi:10.1007/s11042-010-0621-0 fatcat:lopdnnydibfbtowpl2bicoswye

The 'magic square': A roadmap towards emotional business intelligence

Vagan Terziyan, Olena Kaikova
2014 Journal of Decision Systems  
Acknowledgements: This research has been inspired by the TEKES Feeling$ Program for the activity "Emotional Business Intelligence".  ...  Authors appreciate collaboration and support from the team of this activity. We are grateful to the anonymous reviewers for their valuable comments, which helped to essentially improve the paper.  ...  One way to incorporate EBI into WI would be to add Web-based assessment of the emotional capabilities not only for humans but also for various smart things, products, designs, services, processes, etc.  ... 
doi:10.1080/12460125.2015.969592 fatcat:ylxcbcwcbnfs5bfb3uiee2zcba

Mobile Devices Interface Adaptivity Using Ontologies

Muhammad Waseem Iqbal, Muhammad Raza Naqvi, Muhammad Adnan Khan, Faheem Khan, T. Whangbo
2022 Computers Materials & Continua  
For this purpose, the ontological modeling has been made for specific context and environment.  ...  The Protégé is used to create taxonomy in which system is framed based on four contexts such as user, device, task and environment.  ...  Data mining, context knowledgebase, ontology modelling and cloud computing may be involved to convert data into wisdom.  ... 
doi:10.32604/cmc.2022.023239 fatcat:d3l3ym5wcbdwzoyl5wnptp6eda

THE TRANSITION FROM INTELLIGENT TO AFFECTIVE TUTORING SYSTEM: A REVIEW AND OPEN ISSUES

Muhammad Asif Hasan, Nurul Fazmidar Mohd Noor, Siti Soraya Abdul Rahman, Mohammad Mustaneer Rahman
2020 IEEE Access  
Specifically, the emergence of the semantic web had started when the application of ontologies merged with the web [41] .  ...  Ekman's emotional model has been chosen for the emotional model.  ...  Author Name: Preparation of Papers for IEEE Access (February 2017) VOLUME XX, 2017  ... 
doi:10.1109/access.2020.3036990 fatcat:po3sveb2lzb4bcqto56xgvyyeq

Enriching employee ontology for enterprises with knowledge discovery from social networks

Hao Wu, Charalampos Chelmis, Vikram Sorathia, Yinuo Zhang, Om Prasad Patri, Viktor K. Prasanna
2013 Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13  
We mine user's interests at both personal and professional level from informal interactions on communication platforms at the workplace. We show how complex semantic queries enable granular analysis.  ...  To enhance human resource management and personalized information acquisition, employee ontology is used to model business concepts and relations between them for enterprises.  ...  Existing methods model user interests based on static properties or by keeping track of their collaborative activities.  ... 
doi:10.1145/2492517.2500253 dblp:conf/asunam/WuCSZPP13 fatcat:tbjyikzdbvgkdeopoe4ct4h4zq

SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis

Erik Cambria, Daniel Olsher, Dheeraj Rajagopal
2014 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
one another.  ...  SenticNet 3 models nuanced semantics and sentics (that is, the conceptual and affective information associated with multi-word natural language expressions), representing information with a symbolic opacity  ...  levels of the Hourglass of Emotions (Cambria and Hussain 2012) , a brain-inspired model for the representation and the analysis of human emotions.  ... 
doi:10.1609/aaai.v28i1.8928 fatcat:jpv354vv6zalviswxatiidd3oa

Open Network Knowledge and Independent Inquiry Teaching Mode of College Chinese Course based on Information Retrieval

Xu Na
2016 International Journal of Database Theory and Application  
Open network knowledge base has become an effective tool and it provides a new resource and method for solving the problem in web information retrieval.  ...  The integration of information technology and curriculum based on the network environment, especially the multimedia technology, is able to create an ideal learning environment for autonomous learning.  ...  Contains the user knowledge model, dating rich user's emotional evolution and message propagation among users; e-commerce sites such as Amazon have the users to browse, buy and comment on the commodity  ... 
doi:10.14257/ijdta.2016.9.11.09 fatcat:b656j2ouzvco3d72a5wd7l6vzy

A comparative evaluation of personality estimation algorithms for the twin recommender system

Alexandra Roshchina, John Cardiff, Paolo Rosso
2011 Proceedings of the 3rd international workshop on Search and mining user-generated contents - SMUC '11  
We propose the TWIN ("Tell me What I Need") Personality-based Recommender System that analyzes the textual content of the reviews and estimates the personality of the user according to the Big Five model  ...  As the number of such reviews grows in size every day, clearly it is impractical for the individual to go through all of them.  ...  ACKNOWLEDGEMENTS We would like to thank James Reilly for his valuable feedback on this paper.  ... 
doi:10.1145/2065023.2065028 dblp:conf/cikm/RoshchinaCR11 fatcat:e2uxn2ekbnestahs77ejx6mdde

Serendipitous Learning Fostered by Brain State Assessment and Collective Wisdom [chapter]

Stefano A. Cerri, Philippe Lemoisson
2020 Lecture Notes in Computer Science  
in generic Information Systems or search engines (e.g.: Google) as well as in other social media (e.g.: recommender systems) offering information retrieval solutions based on the proximity of available  ...  Both directions (assessment of brain states, collective wisdom) are currently on separate ways; we propose to combine them within one unified approach called ViewpointS.  ...  the user's emotional state; 3. be exciting and new for the user, not boring.  ... 
doi:10.1007/978-3-030-60735-7_14 fatcat:qezns2gz5baodkxoa2dvhyf6bq

Agents and Robots that Can Listen to the User's Heart

Ana Paiva
2015 International Joint Conference on Autonomous Agents & Multiagent Systems  
Empathy is often seen as the capacity to perceive, understand and experience others emotions. This notion is often seen as one of the major elements in social interactions between humans.  ...  For the past few years, many researchers have been looking at this problem, not only in trying to find ways to perceive the users emotions, but also to adapt to them, and react in an empathic way.  ...  This work was supported by the Spanish government grant MINECO/FEDER TIN2012-36586-C03-01 and HUMBACE (Human and Social Behavior Models for Agent-Based Computational Economics) project.  ... 
dblp:conf/atal/Paiva15 fatcat:5nuz6b4luvgbjdggtxl7kenfry

A systematic review and research perspective on recommender systems

Deepjyoti Roy, Mala Dutta
2022 Journal of Big Data  
Then, the algorithmic analysis on various recommender systems is performed and a taxonomy is framed that accounts for various components required for developing an effective recommender system.  ...  This paper aims to undergo a systematic review on various recent contributions in the domain of recommender systems, focusing on diverse applications like books, movies, products, etc.  ...  Future research can include adding some additional descriptors and keywords for searching. This will allow extending the research to cover more diverse articles on recommender systems.  ... 
doi:10.1186/s40537-022-00592-5 fatcat:t6fomj2vpff5ticjzwvezqw2di

Automatic image semantic interpretation using social action and tagging data

Neela Sawant, Jia Li, James Z. Wang
2010 Multimedia tools and applications  
Our study builds on an interdisciplinary confluence of insights from image processing, data mining, human computer interaction, and sociology to describe the folksonomic features of users, annotations  ...  The survey concludes with a summary of principle research directions for the present and the future.  ...  One other approach to aesthetics and emotion modeling is opinion mining and sentiment analysis [142] of tags and comments associated with images.  ... 
doi:10.1007/s11042-010-0650-8 fatcat:kqu6kyess5f3re554jsueuuzem

Language Technology 2020: The Meta-Net Technology Vision [chapter]

Georg Rehm, Hans Uszkoreit
2013 META-NET Strategic Research Agenda for Multilingual Europe 2020  
It is unrealistic to expect typical authors of web content to encode knowledge in Semantic Web languages based on description logics, nor will there be any affordable services for the manual con-  ...  On the web we can now get rough translations and search for texts containing a word, even if the word occurs in a different form from the one we search for.  ... 
doi:10.1007/978-3-642-36349-8_5 fatcat:qccr4usud5emhntl5enicy6d3a
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