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Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors [article]

Yanxia Zhang, Hayley Hung
2018 arXiv   pre-print
We explored the use of probabilistic topic models to analyze the collected data and identify common patterns.  ...  Our hypothesis is that resourcefulness can also be captured through continuously monitoring objects being used in everyday life.  ...  This paper addresses the research question of whether resourcefulness can be captured through sensor data attached to objects being used in everyday life.  ... 
arXiv:1807.04343v1 fatcat:wlbaqxa3v5aefowbllibtzb6f4

Probing IoT-based consumer services: 'insights' from the connected shower

Andy Crabtree, Lewis Hyland, James Colley, Martin Flintham, Joel E. Fischer, Hyosun Kwon
2019 Personal and Ubiquitous Computing  
Thus, in addition to examining the potential of the connected shower in everyday life, we consider how sensor data is contextualised through the doing of data work and the relevance of its interactional  ...  This paper presents findings from the deployment of a technology probe-the connected shower-and implications for the development of 'living services' or autonomous context-aware consumer-oriented IoT services  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s00779-019-01303-3 fatcat:qi33bfp4zzcvnlfcgnr4nbskea

IJREAMV05I0452005.pdf

Lakshaga Jyothi M
2019 Figshare  
IoT system senses, collects and manipulates the data over Internet using its Unique Identifiers (UID).  ...  After few years, sum of devices worldwide with IoT connections, ten years ahead will be approximately 75 billion worldwide. Its future lies with its implementation.  ...  IoT will increase our everyday routines through intelligent and strong systems making our life fast and easy in terms of our priorities and preferences.  ... 
doi:10.6084/m9.figshare.11170418.v1 fatcat:eifkfdeh7fd2nddadugkm4io3a

From the internet of things to embedded intelligence

Bin Guo, Daqing Zhang, Zhiwen Yu, Yunji Liang, Zhu Wang, Xingshe Zhou
2012 World wide web (Bussum)  
Current IoT research is primarily conducted from the perspective of identifying, connecting, and managing objects.  ...  In this paper, however, we attempt to enhance the IoT with intelligence and awareness.  ...  Various everyday objects and devices connect themselves to large networks.  ... 
doi:10.1007/s11280-012-0188-y fatcat:ocyb57s5mvhmtep5ezcf7pbcku

Internet of Things (IoT) with Cloud Computing and Machine-to-Machine (M2M) Communication

Sherin C Abraham
2016 INTERNATIONAL JOURNAL OF EMERGING TRENDS IN SCIENCE AND TECHNOLOGY  
This will also benefit the IoT in its ease of use in day-to-day life and believe to be future in this area which is getting ready for its revolution.  ...  The Internet of Things (IoT) is a new revolution of the Internet. Objects make themselves recognizable and they obtain intelligence by making or enabling context related decisions.  ...  the entire of these connected objects.  ... 
doi:10.18535/ijetst/v3i09.13 fatcat:7sn2m7kwbjb7ba74zvafumoko4

Minding the Gap: Reconciling Human and Technical Perspectives on the IoT for Healthy Ageing

Alessandro Soro, Aloha Hufana Ambe, Margot Brereton
2017 Wireless Communications and Mobile Computing  
From a technical perspective, sensors can automatically detect physical activity, thus enabling elderly people to live independently, while sensors in essence check that they are active, remind them to  ...  From a human perspective, people seek control over their lives, good health, social connection, and a sense of well-being that comes from having purpose and feeling competent in daily routines.  ...  Finally, the routines, habits, and personal objects through which people manage their everyday and enact agency are often neglected.  ... 
doi:10.1155/2017/7439361 fatcat:u4flrvm2n5ctffb7gphu6rogam

Towards Privacy Preserving IoT Environments: A Survey

Mohamed Seliem, Khalid Elgazzar, Kasem Khalil
2018 Wireless Communications and Mobile Computing  
Billions of these computing devices are connected to the Internet to exchange data between themselves and/or their infrastructure.  ...  The ultimate source of user discomfort is the lack of control over personal raw data that is directly streamed from sensors to the outside world.  ...  of IoT devices through a twofold approach: (1) a generative model to verify that the received messages belong to a certain object; (2) validation of the sender legitimacy to ensure that it is not a malicious  ... 
doi:10.1155/2018/1032761 fatcat:j76yhuc5rjhvbifkk5foq3klzq

Knowledge growth and development: internet of things (IoT) research, 2006–2018

M. Dachyar, Teuku Yuri M. Zagloel, L. Ranjaliba Saragih
2019 Heliyon  
IoT articles are classified using key attributes in sequence: the methodology used, general knowledge and applied concepts, and various general exploration topics.  ...  The use of the Scientometrics method makes the analysis able to focus on the movement of characteristics and IoT themes to researcher's direction that has not found at this time, as a comprehensive guide  ...  Other research uses the concept of IoT through smarter, more complex farming, looking at opportunities through plant and land data supported by sensors, so that embedded sensors are expected to be used  ... 
doi:10.1016/j.heliyon.2019.e02264 pmid:31517087 pmcid:PMC6728422 fatcat:6cwcv7issvhrrogt4thqepajja

Internet of Things (IoT)

Radouan Ait Radouan Ait Mouha
2021 Journal of Data Analysis and Information Processing  
Consumer products, durable goods, cars and trucks, industrial components and facilities, sensors, and other everyday objects are combined with internet connectivity and powerful data analysis capabilities  ...  This discussion is "promise versus risk" along with the flow of information through popular media and Marketing can make the Internet of Things a complex topic to understand.  ...  IoT promises a better quality of life through routine chores and increased health and wellness [49] .  ... 
doi:10.4236/jdaip.2021.92006 fatcat:qaxcgxdi75hplgjh3lz7zj23om

Geospatial Analysis and the Internet of Things

Andreas Kamilaris, Frank Ostermann
2018 ISPRS International Journal of Geo-Information  
As the Internet of Things (IoT) penetrates our everyday lives, being used to address a wide variety of real-life challenges and problems, the location of things becomes an important parameter.  ...  The exact location of measuring the physical world through IoT is highly relevant to understand local environmental conditions, or to develop powerful, personalized and context-aware location-based services  ...  Natural language processing and text data mining were used in [29] , to discover content (indirectly) through the web.  ... 
doi:10.3390/ijgi7070269 fatcat:ier4q3725ffjtg2hc4fc3kv2wm

Features and Potential Security Challenges for IoT Enabled Devices in Smart City Environment

Gasim Alandjani
2018 International Journal of Advanced Computer Science and Applications  
Cryptographic techniques to cypher data carried by the IoT networks is one possibility which is not feasible due to the lack of sufficient computing resources at the sensor end of IoT devices.  ...  Data about our interactions with everyday objects can be effectively transmitted to their destinations with many communicating tags that also often provide specific location information.  ...  Data mining techniques are used to extract knowledge from sensors data.  ... 
doi:10.14569/ijacsa.2018.090830 fatcat:k3g4dl22ojag5hhulhtkzjcjta

Internet of Things: Towards a Solid Ecosystem of Interconnected Things

Mohamad Chakroun, Jinane Sayah, Chadi Kallab, Samir El-Haddad
2022 Advances in Internet of Things  
; hence, the objective of this research is to address such a complex environment in a way that highlights its components and distinguishes them both individually and in relation to their broader context  ...  daily lives and routines as a result of its numerous applications.  ...  Machine-to-machine communications and person-to-computer communications will be extended to things, from everyday household objects to sensors monitoring the movement of the Golden Gate Bridge or detecting  ... 
doi:10.4236/ait.2022.123004 fatcat:gsvr5yvckff6fevnhrfaful3pe

Thing Constellation Visualizer: Exploring Emergent Relationships of Everyday Objects

Yi-Ching (Janet) Huang, Yu-Ting Cheng, Rung-Huei Liang, Jane Yung-jen Hsu, Lin-Lin Chen
2021 Proceedings of the ACM on Human-Computer Interaction  
Link to publication General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of  ...  associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use  ...  To organize our daily routines and activities, people usually arranged the commonly used objects in the same place [28] .  ... 
doi:10.1145/3479866 fatcat:q6cljrqrobhlbgrfbxaxxeoonq

Enabling Artificial Intelligence of Things (AIoT) Healthcare Architectures and Listing Security Issues

Anil Audumbar Pise, Khalid K. Almusaini, Tariq Ahamed Ahanger, Ahmed Farouk, Kumud pant, Piyush Kumar Pareek, Stephen Jeswinde Nuagah, Arpit Bhardwaj
2022 Computational Intelligence and Neuroscience  
The AIoT-H application is likely to be explored in this research article due to its potential to aid with existing and different technologies, as well as bring useful solutions to healthcare security challenges  ...  Cryptographic algorithms used in the past are inadequate for safeguarding IoT-enabled networks, presenting substantial security risks.  ...  Objectives and Key Issues in IoT Health Care e use of IoT in healthcare programs has the potential to result in huge advances in health care.  ... 
doi:10.1155/2022/8421434 fatcat:evnqvnfoivg7xe5m66ewcg6f44

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
Designing future IoT ecosystems requires new approaches and perspectives to understand everyday practices.  ...  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.  ...  To organize our daily routines and activities, people usually arranged the commonly used objects in the same place [28].  ... 
arXiv:2108.09448v3 fatcat:smn2jzrxu5c7lbabkmk62k4664
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