Resource-Bounded Context-Aware Applications: A Survey and Early Experiment

Uddin, Ijaz; Haque, Hafiz Mahfooz Ul; Rakib, Abdur; Rahmat, Mohamad Rafi Segi

doi:10.1007/978-3-319-46909-6_15

Cited by 7 publications

(10 citation statements)

References 19 publications

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“…In monotonic reasoning, the beliefs of an agent cannot be looked over (revised) based on some conflicting evidence. The Authors of [16] reveal that to some extent inconsistencies may happen in an agent's memory that is why an agent might show an untrustworthy response in certain situations.…”

Section: Ocrsmentioning

confidence: 99%

“…Only a few resource-bounded frameworks have been designed for context-aware systems since decades [16]. Literature reveals [17,44] that there does not exist even a single comprehensive design and the developmental environment with integrated modules for methodology, communication protocols, languages, inference engines, and others for designing and developing comprehensive context-aware applications for resource-bounded mobile devices.…”

Section: Context-aware Rule-based Framework For Mobile Devicesmentioning

confidence: 99%

“…An actual android based logical model is proposed in [16], based upon the work done in [28] that used defeasible reasoning [40,47] technique to reason with incomplete and inconsistent facts to resolve the conflicting evidence based on rules priorities. This framework is being developed in a Google's Android SDK with support of decentralized computing and with an appropriate communication (Open Peer) model using rule-based programming language for android platforms.…”

Section: Decentralized Context-aware Computing Modelmentioning

confidence: 99%

“…Their transfer from desktop to the smartphone environment was only found partially successful [14,15]. A decentralized computing framework with an appropriate communication model and a declarative rule-based programming language is necessary for the efficient utilization of the smartphone platform for the provision of resource-bounded context-aware information within the environment [16,17]. Pure smartphone-related context-aware computing frameworks provide ease of development to develop various context-aware applications such as pulse monitoring, traffic control\management, and office security.…”

Section: Introductionmentioning

confidence: 99%

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A Survey on Context-Aware Computing Frameworks for Resource-Bounded Devices

Khan

Bhatti

Khattak

2020

Communications in Computer and Information Science

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Internet of Things (IoT) provides ubiquitous computing at any place, at any time and in any data format to any user across a network. Contextawareness is a phenomenon where an entity can portray its behavior in a particular time based on facts, rules, and axioms to form a system that is formally called context-aware computing framework. Several frameworks exist for context-awareness either ported from other platforms to android or explicitly build for android platform. Resource-bounded devices like tablet, smart TV, the smartphone and the wireless sensors nodes have several constraints like memory, power, and time that must be considered while designing a framework for resource-bounded devices. This paper surveys various resource-bounded context-aware computing frameworks that are either ported from desktop to android platform or explicitly build for android platform. The key challenges associated with these frameworks and portability issues from desktop to Android platform have also been discussed in detail.

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Section: Ocrsmentioning

confidence: 99%

Section: Context-aware Rule-based Framework For Mobile Devicesmentioning

confidence: 99%

Section: Decentralized Context-aware Computing Modelmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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A Survey on Context-Aware Computing Frameworks for Resource-Bounded Devices

Khan

Bhatti

Khattak

2020

Communications in Computer and Information Science

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“…There have been some attempts to port the current RBS systems into the Android platform with little to no success [31,45]. These have been discussed in our survey work [46], including JESS which is based on the RETE algorithm. The RETE algorithm is no doubt one of the most popular algorithms which is commercially used in large corporates encompassing a large number of business rules.…”

Section: The Rete Algorithmmentioning

confidence: 99%

An Efficient Rule-Based Distributed Reasoning Framework for Resource-bounded Systems

Rakib

Uddin

2018

Mobile Netw Appl

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Over the last few years, context-aware computing has received a growing amount of attention among the researchers in the IoT and ubiquitous computing community. In principle, context-aware computing transforms a physical environment into a smart space by sensing the surrounding environment and interpreting the situation of the user. This process involves three major steps: context acquisition, context modelling, and context-aware reasoning. Among other approaches, ontologybased context modelling and rule-based context reasoning are widely used techniques to enable semantic interoperability and interpreting user situations. However, implementing rich context-aware applications that perform reasoning on resourcebounded mobile devices is quite challenging. In this paper, we present a context-aware systems development framework for smart spaces, which includes a lightweight efficient rule engine and a wide range of user preferences to reduce the number of rules while inferring personalized contexts. This shows rules can be reduced in order to optimize the inference engine execution speed, and ultimately to reduce total execution time and execution cost.

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Planquarium: A Context-Aware Rule-Based Indoor Kitchen Garden

Khan

Uddin

et al. 2019

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Resource-Bounded Context-Aware Applications: A Survey and Early Experiment

Cited by 7 publications

References 19 publications

A Survey on Context-Aware Computing Frameworks for Resource-Bounded Devices

A Survey on Context-Aware Computing Frameworks for Resource-Bounded Devices

An Efficient Rule-Based Distributed Reasoning Framework for Resource-bounded Systems

Planquarium: A Context-Aware Rule-Based Indoor Kitchen Garden

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