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Mining knowledge graphs to map heterogeneous relations between the internet of things patterns

Vusi Sithole, Linda Marshall
2021 International Journal of Power Electronics and Drive Systems (IJPEDS)  
The end result is a semantic knowledge graph database which outlines patterns as vertices and their relations as edges.  ...  <span lang="EN-US">Patterns for the internet of things (IoT) which represent proven solutions used to solve design problems in the IoT are numerous.  ...  INTRODUCTION At the moment, there is a lot of buzz about the internet of things (IoT) and its impact on our day-today lives and activities [1] .  ... 
doi:10.11591/ijece.v11i6.pp5066-5080 fatcat:mqzx6r7bvbb3rhgbuw5kt6jhfq

Unveiling Contextual Similarity of Things via Mining Human-Thing Interactions in the Internet of Things [article]

Lina Yao, Quan Z. Sheng, Anne H.H. Ngu, Xue Li, Boualem Benatallah
2017 arXiv   pre-print
This article presents DisCor-T, a novel graph-based method for discovering underlying connections of things via mining the rich content embodied in human-thing interactions in terms of user, temporal and  ...  Then, random walk with restart (RWR) is applied to find proximities among things, and a relational graph of things (RGT) indicating implicit correlations of things is learned.  ...  We view the work presented in this paper as a first step towards effective management of things in the emerging Web of Things (WoT) era.  ... 
arXiv:1512.08493v3 fatcat:cdf7eep2kvhr7azsqfywdt4zkm

Reconsidering the social web of things

Andrei Ciortea, Olivier Boissier, Antoine Zimmermann, Adina Magda Florea
2013 Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct  
The notion of a Social Web of Things (SWoT) appears in recent works at the convergence of the Social Web and the Web of Things. In our vision, a third dimension is needed: pro-activeness.  ...  We discuss the challenges that need to be addressed, a possible approach for addressing them and we illustrate the applicability of the SWoT through a motivating scenario.  ...  of some required knowledge, the optimization of a particular process, etc.  ... 
doi:10.1145/2494091.2497587 dblp:conf/huc/CiorteaBZF13 fatcat:ea2hy6trrjaebjjpap64hdarke

Linked Open Data - 10 Things to reach the realm of LOD (part of TOP 10 FAIR DATA & SOFTWARE THINGS)

Ronald Siebes, Gerard Coen, Kathleen Gregory, Andrea Scharnhorst
2019 Zenodo  
They offer great promise in helping to achieve a specific type of machine-executable interoperability known as semantic interoperability, which relies on linking data via common vocabularies or Knowledge  ...  Linked Open Data (LOD) are inherently interoperable and have the potential to play a key role in implementing the 'I' in FAIR.  ...  The grants " Digging into the Knowledge Graph " and " Re-search : Contextual search for scientific research data" (NWO) have enabled part of this work.  ... 
doi:10.5281/zenodo.3471805 fatcat:kne373zqebcbbjxtfyznd67hxa

Exploiting latent relevance for relational learning of ubiquitous things

Lina Yao, Quan Z. Sheng
2012 Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12  
We develop a novel approach to extract latent relevances by building a relational network of ubiquitous things (RNUbiT) where similar things are linked via virtual edges according to their latent relevances  ...  With recent advances in radio-frequency identification (RFID), wireless sensor networks, and Web services, physical things are becoming an integral part of the emerging ubiquitous Web.  ...  A user-thing graph consists of users and things connected in accordance with the log history.  ... 
doi:10.1145/2396761.2398470 dblp:conf/cikm/YaoS12 fatcat:dtslq25zffhkrpa5dvtfiiw4vi

What is the meaning of "meaning"? A case study from graphing

Wolff-Michael Roth
2004 Journal of Mathematical Behavior  
In this study, which uses data from an interview study with scientists who were asked to read graphs from their own work, a different approach is proposed with the intent to contribute toward a more appropriate  ...  This article raises questions about the meaning of "meaning," which often is understood in terms of the referent or interpretant (sense) of mathematical signs.  ...  I thank Sylvie Boutonné who provided assistance during the recording and transcription of the interviews.  ... 
doi:10.1016/j.jmathb.2003.12.005 fatcat:32rvbz6penga5edu3dspqnfrm4

Building Interoperable and Cross-Domain Semantic Web of Things Applications [chapter]

Amelie Gyrard, Martin Serrano, Pankesh Patel
2017 Managing the Web of Things  
the logic of smarter services and deduce meaningful knowledge by linking it to the external knowledge graphs available on the web.  ...  WoT datasets with external knowledge graphs, and 3) providing an analysis of data by means of reasoning mechanisms to infer meaningful information.  ...  This chapter is extended from the authors past work particularly from the PhD thesis [14] under the supervision of Prof. Christian Bonnet and Dr. Karima Boudaoud. We specially thank Prof.  ... 
doi:10.1016/b978-0-12-809764-9.00014-7 fatcat:y3hpgjg44rgyxe3m6acd5w5mmu

Answering Who/When, What, How, Why through Constructing Data Graph, Information Graph, Knowledge Graph and Wisdom Graph

Lixu Shao, Yucong Duan, Xiaobing Sun, Honghao Gao, Donghai Zhu, Weikai Miao
2017 Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering  
We propose to clarify the expression of knowledge graph as a whole.  ...  We also propose to specify knowledge graph in a progressive manner as four basic forms including data graph, information graph, knowledge graph and wisdom graph.  ...  Path queries on a knowledge graph can be used to answer compositional questions such as What languages are spoken by people living in Lisbon?.  ... 
doi:10.18293/seke2017-079 dblp:conf/seke/ShaoDSGZM17 fatcat:qsx655iyt5gj7gjyyndtj44sda

Towards the Modelling of Veillance based Citizen Profiling using Knowledge Graphs

Siraj Munir, Syed Imran Jami, Shaukat Wasi
2021 Open Computer Science  
Our contribution is towards enriching the data acquisition process by adding sousveillance mechanism and facilitating semantic queries through representation of Citizen Profiles using Temporal Knowledge  ...  For representation of Citizen Profile Temporal Knowledge Graph has been used through which we can answer semantic queries.  ...  Moreover, the authors also looked forward into a question of surveillance of people connected to SoT (surveillance of things).  ... 
doi:10.1515/comp-2020-0209 fatcat:zay5zfuhkvfdfnzoxe353pjpa4

Analytics for the Internet of Things

Eugene Siow, Thanassis Tiropanis, Wendy Hall
2018 ACM Computing Surveys  
The Internet of Things (IoT) envisions a world-wide, interconnected network of smart physical entities.  ...  Increasingly, applications for the IoT involve analytics. Data analytics is the process of deriving knowledge from data, generating value like actionable insights from them.  ...  form a basis for a direction of future work towards tackling the challenges big data analytics on the IoT.  ... 
doi:10.1145/3204947 fatcat:m5qpzmych5gkhb5nw2xfoezvpm

2020 Index IEEE Internet of Things Journal Vol. 7

2020 IEEE Internet of Things Journal  
., Rateless-Code-Based Secure Cooperative Transmission Scheme for Industrial IoT; JIoT July 2020 6550-6565 Jamalipour, A., see Murali, S., JIoT Jan. 2020 379-388 James, L.A., see Wanasinghe, T.R.,  ...  ., +, JIoT May 2020 4248-4259 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell.  ...  ., +, JIoT Dec. 2020 11446-11459 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell.  ... 
doi:10.1109/jiot.2020.3046055 fatcat:wpyblbhkrbcyxpnajhiz5pj74a

Internet of Things [chapter]

Antonio Skarmeta, M. Victoria Moreno
2014 Lecture Notes in Computer Science  
Acknowledgements The IERC would like to thank the European Commission services for their support in the planning and preparation of this document.  ...  The recommendations and opinions expressed in this document do not necessarily represent those of the European Commission. The views expressed herein do not commit the European Commission in any way.  ...  live data.  ... 
doi:10.1007/978-3-319-06811-4_10 fatcat:ytiz2q6k7vcarhgtvyc4zcurji

Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things [article]

Jing Zhang, Dacheng Tao
2020 arXiv   pre-print
In the Internet of Things (IoT) era, billions of sensors and devices collect and process data from the environment, transmit them to cloud centers, and receive feedback via the internet for connectivity  ...  AI introduced into the IoT heralds the era of artificial intelligence of things (AIoT).  ...  In this part, we present the review on two related topics, i.e., knowledge graph and reasoning, as well as causal reasoning. 1) Knowledge Graph and Reasoning: Knowledge graph (KG) is an efficient structured  ... 
arXiv:2011.08612v1 fatcat:dflut2wdrjb4xojll34c7daol4

Authentication Based on Non-Interactive Zero-Knowledge Proofs for the Internet of Things

Francisco Martín-Fernández, Pino Caballero-Gil, Cándido Caballero-Gil
2016 Sensors  
This paper describes the design and analysis of a new scheme for the authenticated exchange of confidential information in insecure environments within the Internet of Things, which allows a receiver of  ...  The proposal is based on the concept of a non-interactive zero-knowledge proof, so that in a single communication, relevant data may be inferred to verify the legitimacy of the sender.  ...  Conflicts of Interest: The authors declare no conflict of interest. Sensors 2016, 16, 75  ... 
doi:10.3390/s16010075 pmid:26751454 pmcid:PMC4732108 fatcat:yzoulcovn5fr7hoamhtr6kog2e

Thing Constellation Visualizer: Exploring Emergent Relationships of Everyday Objects [article]

Yi-Ching 'Janet' Huang, Yu-Ting Cheng, Rung-Huei Liang, Jane Yung-jen Hsu, Lin-Lin Chen
2021 arXiv   pre-print
This work contributes a novel approach to combining data-driven models with designerly interpretations of thing constellation towards More-Than Human-Centred Design of IoT ecosystems.  ...  This work presents Thing Constellation Visualizer (thingCV), a novel interactive tool for visualizing the social network of objects based on their co-occurrence as computed from a large collection of photos  ...  This research was supported in part by the Ministry of Science and Technology of Taiwan (MOST 108-2911-I-011-505, MOST 108-2633-E-002-001), National Taiwan University and Intel Corporation.  ... 
arXiv:2108.09448v3 fatcat:smn2jzrxu5c7lbabkmk62k4664
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