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A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation

Jia Zhang, Petr Votava, Tsengdar J. Lee, Shrikant Adhikarla, Isaraporn Cherry Kulkumjon, Matthew Schlau, Divya Natesan, Ramakrishna Nemani
2013 2013 IEEE International Conference on Services Computing  
As a proof of concept, a prototyping service has been developed to help scientists evaluate and visualize trust of services. The performance factor is studied and experience is reported.  ...  Most of the existing service discovery methods focus on finding candidate services based on functional and non-functional requirements.  ...  We have demonstrated that we can hidden knowledge from social networks, to support measurement of trust relationship of software services, so as to facilitate service discovery and reuse.  ... 
doi:10.1109/scc.2013.104 dblp:conf/IEEEscc/ZhangVLAKSNN13 fatcat:ybd4ejs3ujethn67j5q7bumy3m

LabBook: Metadata-driven social collaborative data analysis

Eser Kandogan, Mary Roth, Peter Schwarz, Joshua Hui, Ignacio Terrizzano, Christina Christodoulakis, Renee J. Miller
2015 2015 IEEE International Conference on Big Data (Big Data)  
We demonstrate how metadata can be exploited to improve the collaborative user experience and facilitate collaborative data integration and recommendations.  ...  Its goal is to help users leverage each other's knowledge and experience to find the data, tools and collaborators they need to integrate, visualize, and analyze data.  ...  While at the onset a dataset might have a limited amount of metadata, additional entities and relationships may be created by schema mapping tools, linked data discovery services, and automatic techniques  ... 
doi:10.1109/bigdata.2015.7363784 dblp:conf/bigdataconf/KandoganRSHTCM15 fatcat:ajrr5ey2ezdl5ftb3d7zmta3ny

Social Internet of Things: vision, challenges, and trends

Mozhgan Malekshahi Rad, Amir Masoud Rahmani, Amir Sahafi, Nooruldeen Nasih Qader
2020 Human-Centric Computing and Information Sciences  
Our article's primary purpose is to present a comprehensive review article from the SIoT system to analyze and evaluate the recent works done in this area.  ...  Therefore, our study concentrated on the main components of the SIoT (Architecture, Relation Management, Trust Management, web services, and information), features, parameters, and challenges.  ...  Availability of data and materials Not applicable.  ... 
doi:10.1186/s13673-020-00254-6 fatcat:chvajap3rnfpldchtfbadsxzhu

Trust-Based Adaptation in Complex Service-Oriented Systems

Florian Skopik, Daniel Schall, Schahram Dustdar
2010 2010 15th IEEE International Conference on Engineering of Complex Computer Systems  
Due to the dynamics in such systems, networks are in a state of constant flux and change.  ...  We describe a science collaboration scenario that applies adaptive information sharing techniques. In our model, trust evolves from cooperative behavior of collaboration partners.  ...  They aim at collecting interaction data and user feedback in collaborations of humans and services, and facilitating the emergence of trust among social and collaborative network members.  ... 
doi:10.1109/iceccs.2010.64 dblp:conf/iceccs/SkopikSD10 fatcat:evuk2fhqyvealmu4ldxnrkm3ci

Burst the Filter Bubble: Using Semantic Web to Enable Serendipity [chapter]

Valentina Maccatrozzo
2012 Lecture Notes in Computer Science  
Then, we propose a user model that can facilitate such user requirements, and enables serendipitous recommendations.  ...  To break this "personalization bubble" we introduce the notion of serendipity as a performance measure for recommendation algorithms.  ...  Acknowledgments This research is supported by the FP7 STREP "ViSTA-TV" project, as well as partially supported by the FP7 IP "NoTube" project and the ONR Global NICOP "COMBINE" project.  ... 
doi:10.1007/978-3-642-35173-0_28 fatcat:5ia7k36ph5havpjo4bfeaoepra

Social Awareness Tools For Science Research

Tamara M. McMahon, James E. Powell, Matthew Hopkins, Daniel A. Alcazar, Laniece E. Miller, Linn Collins, Ketan K. Mane
2012 D-Lib Magazine  
As a result, an element of trust exists for the user within social networking tools, and recommendations and collaborations are built upon this trust.  ...  Social awareness tools will have a profound effect on scientific discovery both today and tomorrow.  ... 
doi:10.1045/march2012-mcmahon fatcat:rrnxh6x6x5fyjgntpffia5c3de

Research on the Grid-based Production Management System for Digital Oil Field

Zhang Xianwei, Zhang Jing
2012 International Journal of Digital Content Technology and its Applications  
Yet few of them pay much attention on the integrating of several services like automatically charging, resource description and searching, load balancing, which hinder the further application of data sharing  ...  With the development of Internet and information technology, many petroleum data management providers begin to research and develop their own data management platform in succession.  ...  Trust itself is a judgment to the trustees which is made by the trustors according to their observations and knowledge. And trust relationship can be quantified as the trust degree.  ... 
doi:10.4156/jdcta.vol6.issue8.10 fatcat:wvd2mvbrcfbwflvx2vbynx7j3i

Facilitating entrepreneurial discovery in smart specialisation via stakeholder participation within online mechanisms for knowledge-based policy advice

Katharina Fellnhofer, Tahir Nisar
2017 Cogent Business & Management  
This paper recommends seven propositions for future empirical testing of hypotheses to provide a robust fundament for future research.  ...  The European Commission expends much effort toward the facilitation of smart specialisation strategies for smart, sustainable, and inclusive economic growth in Europe.  ...  Abrams, Cross, Lesser, and Levin (2003) argue that transparency and building trust are linked and, therefore, groups need a: "facilitator" to build trust by facilitating motivation, collecting and creating  ... 
doi:10.1080/23311975.2017.1296802 fatcat:mupkk7o3qbdhvi3mmmcqitfqke

Knowledge Generation Through Web Mining Techniques For E-Business Recommendation System

Mahesh Kumar Singh, Om Prakash Rishi, Sumit Wadhwa
2018 Zenodo  
in recommended system for both consumers and severalweb business operations of any organization.  ...  World Wide Web plays a vital role in global information service center.There is the paradigm shift in the e-Business computing for the data collection and knowledge generation.  ...  Recommended system facilitates successful E-marketing by focusing on aspects of bettering customer relationship, creating communities of interest and most importantly, building trust.  ... 
doi:10.5281/zenodo.1473378 fatcat:2sib7qjt4rak3fkdlk7hs5f6wu

Seller's credibility in electronic markets

Adriano M. Pereira, Arlei Silva, Wagner Meira, Virgilio Almeida
2009 Proceedings of the 3rd workshop on Information credibility on the web - WICOW '09  
We propose a new algorithm, based on the structure of the negotiation network, to recommend whether the seller is trustable or not.  ...  In this work we model and characterize an e-market as a complex network and use the network structure to investigate the sellers' credibility.  ...  a new technique to provide recommendation for buyers.  ... 
doi:10.1145/1526993.1527007 dblp:conf/www/PereiraSMA09 fatcat:an5l5y2kvvhhlkmq2hgucrzuhy

The state-of-the-art in personalized recommender systems for social networking

Xujuan Zhou, Yue Xu, Yuefeng Li, Audun Josang, Clive Cox
2011 Artificial Intelligence Review  
The purpose of this report is to give an overview of existing technologies for building personalized recommender systems in social networking environment, to propose a research direction for addressing  ...  users and hence pose a great challenge in terms of information overload.  ...  Social Networking Sites contains a warehouse of information that can be mined and analyzed to expand user profiles and to build complex diagrams and maps of user-to-user and user-to-interest relationships  ... 
doi:10.1007/s10462-011-9222-1 fatcat:izlxjykkq5dltdwdlituvunw5m

Consumer Marketing Strategy and E-Commerce in the Last Decade: A Literature Review

Albérico Rosário, Ricardo Raimundo
2021 Journal of Theoretical and Applied Electronic Commerce Research  
E-commerce is deemed as the sale and purchase of goods and services through the internet in exchange for money and data transfer to complete the transactions.  ...  platforms and social networking to better understand consumer needs, facilitate consumer marketing strategy and share innovative information.  ...  The authors were supported by the GOYCOPP Research Unit of Universidade de Aveiro and ISEC Lisboa, Higher Institute of Education and Sciences.  ... 
doi:10.3390/jtaer16070164 fatcat:nkcjog3sgjh7daz2qq7rtgs5lq

White Paper on Research Data Service Discoverability

Costantino Thanos, Friederike Klan, Kyriakos Kritikos, Leonardo Candela
2016 Publications  
; and a number of recommendations are formulated for indicating future research directions and making an automatic RDS discovery feasible.  ...  This White Paper reports the outcome of a Workshop on "Research Data Service Discoverability" held in the island of Santorini (GR) on 21-22 April 2016 and organized in the context of the EU funded Project  ...  The quality of scientific research can potentially be improved by using advanced correlation techniques and analyzing data in better ways; data analysts can sift through massive swaths of data to predict  ... 
doi:10.3390/publications5010001 fatcat:db6dd2eocvha5fklp7vhwepdby

Perspectives on Citizen Science Data Quality

Robert R. Downs, Hampapuram K. Ramapriyan, Ge Peng, Yaxing Wei
2021 Frontiers in Climate  
Information about data quality helps potential data users to determine whether and how data can be used and enables the analysis and interpretation of such data.  ...  Recognizing the need for improving the quality of citizen science data, we describe quality assessment and quality control (QA/QC) issues for these data and offer perspectives on aspects of improving or  ...  (IQC) is attempting to provide recommendations on practices to help ensure or improve CSD quality and build trust for CSD in the scientific community.  ... 
doi:10.3389/fclim.2021.615032 fatcat:5sa4kvrdgvamtdpzwcg27e3w3m

Towards Cognitive Recommender Systems

Amin Beheshti, Shahpar Yakhchi, Salman Mousaeirad, Seyed Mohssen Ghafari, Srinivasa Reddy Goluguri, Mohammad Amin Edrisi
2020 Algorithms  
or preferences a customer would give to a product (e.g., loan, deposit, or trust service); and (iii) do not support data capture and analytics around customers' cognitive activities and use it to provide  ...  We discuss the current limitations of the state of the art approaches in Recommender Systems and the need for our new approach: A vision and a general framework for a new type of data-driven, knowledge-driven  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/a13080176 fatcat:m6fijkw7srecdhqylayx5u2aay
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