The semantically complicated Arabic natural vocabulary, and the shortage of available techniques ... more The semantically complicated Arabic natural vocabulary, and the shortage of available techniques and skills to capture Arabic emotions from text hinder Arabic sentiment analysis (ASA). Evaluating Arabic idioms that do not follow a conventional linguistic framework, such as contemporary standard Arabic (MSA), complicates an incredibly difficult procedure. Here, we define a novel lexical sentiment analysis approach for studying Arabic language tweets (TTs) from specialized digital media platforms. Many elements comprising emoji, intensifiers, negations, and other nonstandard expressions such as supplications, proverbs, and interjections are incorporated into the MULDASA algorithm to enhance the precision of opinion classifications. Root words in multidialectal sentiment LX are associated with emotions found in the content under study via a simple stemming procedure. Furthermore, a feature–sentiment correlation procedure is incorporated into the proposed technique to exclude viewpoints...
Distributed data models for many branches of e-science are essential for sharing the latest resea... more Distributed data models for many branches of e-science are essential for sharing the latest research results among the global community of academic and industrial workers in the field. However, the development of databases using these models is a daunting task for the average science researcher. In this paper, we report on our work to make this task easier to carry out, in particular we report on the set of tools and methodologies needed to develop and establish such databases in the field of bio-informatics, as an example which has witnessed great recent effort. These concentrate on the use of computer communications technologies such as XML, client-server, simple object access protocol (SOAP) and WebMethods GLUE
2006 8th International Conference Advanced Communication Technology, 2006
... Sensing and Control in Vehicular Ad-Hoc Networks Evtim Peytchev, Taha Osman, DavidAl-Dabass, ... more ... Sensing and Control in Vehicular Ad-Hoc Networks Evtim Peytchev, Taha Osman, DavidAl-Dabass, Michael Thomas, Shi Zhi School of Computing and Informatics, Nottingham Trent University, Burton Street, Nottingham NG1 4BU. UK david.al-dabassgdntu.ac.uk ...
This paper reports on our investigation into the utilisation of semantic technologies to build a ... more This paper reports on our investigation into the utilisation of semantic technologies to build a Dementia Care Decision Support System based on the non-intrusive monitoring of the patient’s behaviour. Our approach adopts context-aware modelling of the patient’s condition to enable the analysis of the dynamic behaviour observations (occupants movement, equipment use) against the semantic knowledge about the patient’s condition (illness history, medical advice, known symptoms). The research devotes special attention to the critical role of the reasoning engine in inferring medical advice, and by means of practical experimentation and critical analysis reports interesting findings on the necessity of deploying the appropriate semantic rules systems and the dynamics of integrating of complex event processing technology in order to the fulfil the requirements of remote healthcare decision support.
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014
ABSTRACT Internet has opened new interesting scenarios in the fields of commerce and marketing. I... more ABSTRACT Internet has opened new interesting scenarios in the fields of commerce and marketing. In particular, the idea of e-commerce has enabled customers to perform their transactions in a faster and cheaper way than conventional markets, and it has allowed companies to increase their sales volume thanks to a world-wide visibility. However, one of the problems that can strongly affect the performance of any e-commerce portal is related to the quality and validity of ratings provided by customers in their past transactions. Indeed, these reviews are used to determine the extent of customers acceptance and satisfaction of a product or service and they can affect the future selling performance and market share of a company. As a consequence, an efficient analysis of customers feedbacks could allow e-commerce portals to improve their selling capabilities and incomings. This paper introduces an innovative computational intelligence framework for efficiently learning review ratings in e-commerce by addressing different issues involved in this significant task: the dimension and imprecision of ratings data. In particular, we integrate techniques as Singular Value Decomposition (SVD), Fuzzy C-Means (FCM) and ANFIS and, as shown in experimental results, this synergetic approach yields better learning performance than other rating predictors based on a conventional artificial neural network and FCM algorithm.
Telecommunication software is expected to have a long lifespan during which many developers will ... more Telecommunication software is expected to have a long lifespan during which many developers will add new features, modify existing features, or correct bugs. The software must be understandable, reliable, and maintainable otherwise the additions and modifications will take longer to develop and introduce further errors. Siemens has a software development process, which includes Fagan inspections, module testing, integration testing, internal,
2006 8th International Conference Advanced Communication Technology, 2006
Dhavalkumar Thakker, Taha Osman, David Al-Dabass School of Computing & Informatics Nottin... more Dhavalkumar Thakker, Taha Osman, David Al-Dabass School of Computing & Informatics Nottingham Trent University Nottingham NG 11 8NS, UK. david.al-dabass@ntu.ac.uk ... Abstract - Web Services are used in distributed computing ... Web Services are an active research area. ...
The 7th International Conference on Advanced Communication Technology, 2005, ICACT 2005., 2005
Transport companies provide timetables, schedule and routes information accessible by Website, br... more Transport companies provide timetables, schedule and routes information accessible by Website, broachers and routes maps; this is excessive amount of data. The consumer needs to get information quickly and accurately from hand held devices rather than Websites. The research reported in this paper aims to provide a solution to this problem by developing a J2ME (Java 2 micro edition) application
The semantically complicated Arabic natural vocabulary, and the shortage of available techniques ... more The semantically complicated Arabic natural vocabulary, and the shortage of available techniques and skills to capture Arabic emotions from text hinder Arabic sentiment analysis (ASA). Evaluating Arabic idioms that do not follow a conventional linguistic framework, such as contemporary standard Arabic (MSA), complicates an incredibly difficult procedure. Here, we define a novel lexical sentiment analysis approach for studying Arabic language tweets (TTs) from specialized digital media platforms. Many elements comprising emoji, intensifiers, negations, and other nonstandard expressions such as supplications, proverbs, and interjections are incorporated into the MULDASA algorithm to enhance the precision of opinion classifications. Root words in multidialectal sentiment LX are associated with emotions found in the content under study via a simple stemming procedure. Furthermore, a feature–sentiment correlation procedure is incorporated into the proposed technique to exclude viewpoints...
Distributed data models for many branches of e-science are essential for sharing the latest resea... more Distributed data models for many branches of e-science are essential for sharing the latest research results among the global community of academic and industrial workers in the field. However, the development of databases using these models is a daunting task for the average science researcher. In this paper, we report on our work to make this task easier to carry out, in particular we report on the set of tools and methodologies needed to develop and establish such databases in the field of bio-informatics, as an example which has witnessed great recent effort. These concentrate on the use of computer communications technologies such as XML, client-server, simple object access protocol (SOAP) and WebMethods GLUE
2006 8th International Conference Advanced Communication Technology, 2006
... Sensing and Control in Vehicular Ad-Hoc Networks Evtim Peytchev, Taha Osman, DavidAl-Dabass, ... more ... Sensing and Control in Vehicular Ad-Hoc Networks Evtim Peytchev, Taha Osman, DavidAl-Dabass, Michael Thomas, Shi Zhi School of Computing and Informatics, Nottingham Trent University, Burton Street, Nottingham NG1 4BU. UK david.al-dabassgdntu.ac.uk ...
This paper reports on our investigation into the utilisation of semantic technologies to build a ... more This paper reports on our investigation into the utilisation of semantic technologies to build a Dementia Care Decision Support System based on the non-intrusive monitoring of the patient’s behaviour. Our approach adopts context-aware modelling of the patient’s condition to enable the analysis of the dynamic behaviour observations (occupants movement, equipment use) against the semantic knowledge about the patient’s condition (illness history, medical advice, known symptoms). The research devotes special attention to the critical role of the reasoning engine in inferring medical advice, and by means of practical experimentation and critical analysis reports interesting findings on the necessity of deploying the appropriate semantic rules systems and the dynamics of integrating of complex event processing technology in order to the fulfil the requirements of remote healthcare decision support.
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014
ABSTRACT Internet has opened new interesting scenarios in the fields of commerce and marketing. I... more ABSTRACT Internet has opened new interesting scenarios in the fields of commerce and marketing. In particular, the idea of e-commerce has enabled customers to perform their transactions in a faster and cheaper way than conventional markets, and it has allowed companies to increase their sales volume thanks to a world-wide visibility. However, one of the problems that can strongly affect the performance of any e-commerce portal is related to the quality and validity of ratings provided by customers in their past transactions. Indeed, these reviews are used to determine the extent of customers acceptance and satisfaction of a product or service and they can affect the future selling performance and market share of a company. As a consequence, an efficient analysis of customers feedbacks could allow e-commerce portals to improve their selling capabilities and incomings. This paper introduces an innovative computational intelligence framework for efficiently learning review ratings in e-commerce by addressing different issues involved in this significant task: the dimension and imprecision of ratings data. In particular, we integrate techniques as Singular Value Decomposition (SVD), Fuzzy C-Means (FCM) and ANFIS and, as shown in experimental results, this synergetic approach yields better learning performance than other rating predictors based on a conventional artificial neural network and FCM algorithm.
Telecommunication software is expected to have a long lifespan during which many developers will ... more Telecommunication software is expected to have a long lifespan during which many developers will add new features, modify existing features, or correct bugs. The software must be understandable, reliable, and maintainable otherwise the additions and modifications will take longer to develop and introduce further errors. Siemens has a software development process, which includes Fagan inspections, module testing, integration testing, internal,
2006 8th International Conference Advanced Communication Technology, 2006
Dhavalkumar Thakker, Taha Osman, David Al-Dabass School of Computing & Informatics Nottin... more Dhavalkumar Thakker, Taha Osman, David Al-Dabass School of Computing & Informatics Nottingham Trent University Nottingham NG 11 8NS, UK. david.al-dabass@ntu.ac.uk ... Abstract - Web Services are used in distributed computing ... Web Services are an active research area. ...
The 7th International Conference on Advanced Communication Technology, 2005, ICACT 2005., 2005
Transport companies provide timetables, schedule and routes information accessible by Website, br... more Transport companies provide timetables, schedule and routes information accessible by Website, broachers and routes maps; this is excessive amount of data. The consumer needs to get information quickly and accurately from hand held devices rather than Websites. The research reported in this paper aims to provide a solution to this problem by developing a J2ME (Java 2 micro edition) application
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