Amina Nura - Academia.edu (original) (raw)
Papers by Amina Nura
Multi Depot Vehicle Routing Problem (MDVRP) is a well-known real-life problem with many real life... more Multi Depot Vehicle Routing Problem (MDVRP) is a well-known real-life problem with many real life applications in the areas of transportation, distribution, and logistics. MDVRP is an extension of classical Vehicle Routing Problem (VRPs) with more than one depot, applicable to organizations which have several branches and each branch aimed at delivering goods or services to their customers simultaneously. This research work is aimed at proposing an efficient clustering algorithm for Clustering customers to an appropriate depot and was implemented in a classical MDVRP in order to quantify how travel distance and time are minimized. Genetic Algorithm (GA) was used to optimize the overall process because of its stochastic nature, efficiency, parallelism feature in solving combinatorial optimization problems. The main difference between the existing algorithm and the proposed algorithm is seen clearly in the rule 1 and 2 of the algorithm, the existing algorithm identified The closest de...
Systematic literature review and meta-analysis journal, Aug 22, 2022
Open Journal of Science and Technology
Big data is a form of data with increased volume, difficult to analyze, process, and store using ... more Big data is a form of data with increased volume, difficult to analyze, process, and store using traditional database technologies. It has long been adopted in business and finance where a large number of bank transaction are executed daily. The emergence of big data in banking industry results to large proportion of technical improvements in the industry. However, its processing causes disruption in the banking industry. Big data analytics is the process that involves using algorithms and software tools to extract useful business information from the dataset. This study adopts big data analytics process to investigates the disruption due to big data processing in the banking industry. The study identifies, acquired, and extracted dataset of the banking industry which was analyzed using MapReduce based fraud committed due to processing of large amount of data. findings show that government employee commit more crime in comparison with the private sector employees. Finally, based on ...
Systematic Literature Review and Meta-Analysis Journal
Multi-Depot Vehicle Routing Problem (MDVRP) is a heuristic optimization problem that capture inte... more Multi-Depot Vehicle Routing Problem (MDVRP) is a heuristic optimization problem that capture interest of several researchers' for its applicability to real-life situations. The variant of MDVRP are solved with some certain constraints such as service time, time window, vehicle capacity, travelled distance etc. these makes MDVRP to cover several situations In this, 76 studies related to MDVRP from 2012 to 2022 were systematically reviewed. The studies are review based on their constraints and an application through various fields. The goal of this research is to examine the contemporary state of MDVRP and its applications. To achieve this goal, we formed a comprehensive search process which was employed on high rated scientific journals databases. The search process resulted to numerous important research papers in the research domain which were theoretically reviewed. The research papers found are screened based on the titled, abstract, year of publication and exhaustive reading...
International Journal of Innovative Computing, 2021
Requirements negotiation involves discussion on the requirements conflict to have some compromise... more Requirements negotiation involves discussion on the requirements conflict to have some compromise that will satisfy the participating stakeholders of a software project. The output of a requirement negotiation is a set of satisfied requirements of two or more parties. In this paper, we present a systematic review of requirements negotiation challenges. The study adopted 34 papers from the final study selection process which were analyzed based on the requirements negotiation challenges they addressed. The identified challenges are decision-making, communication, performance, managing requirement changes, and conflict resolution. The output of the study indicates that decision-making is addressed by 33% of the studies reviewed, followed by the performance with 22%, conflict resolution with 19%, while 16% focus on stakeholders’ communication, and managing requirements changes has 10%.
Science Proceedings Series, 2020
Requirements negotiation is a centralized process of making a decision in order to resolve confli... more Requirements negotiation is a centralized process of making a decision in order to resolve conflicts in the requirements of the stakeholder. The negotiation will enable the shared vision of software to be developed among the heterogeneous stakeholder in the software industry to be achieved. Many process models used for the negotiation of stakeholder’s requirements have been proposed for the software industry by the research community, yet the acceptance of these process models is discouraging. This study tends to investigate the inadequate adoption of requirements negotiation process models. Further, it finds the acceptance criteria for the software industry to adopt requirements negotiation models. Finding shows that the software industries do not adopt the process models. The perceived usefulness, perceived ease of use and many more criteria have been identified through the literature review on the general criteria of software systems acceptance.
Software requirements negotiation (SRN) is one of the most essential stages of software requireme... more Software requirements negotiation (SRN) is one of the most essential stages of software requirements engineering. SRN involves the stakeholder's interaction to reach a mutual understanding of the requirements for developing a software project. The increased research interest in requirements engineering has resulted in huge literature in the SRN domain. There is a need to investigate the broad of techniques, processes, and evaluation mechanisms used in the SRN research community. This study aims to examine and identify the existing methods, processes, evaluation mechanisms, quantity of publications, publication trends and demographics shaping SRN research domain. To accomplish our aim, we used an evidence-based systematic approach, and 67 relevant studies were ultimately chosen from the search process based on the formulated research questions. Our study result shows broad and promising SRN techniques that include agent-based negotiation, TAICOS, wikiwinwin and winbook. However, ...
Multi Depot Vehicle Routing Problem (MDVRP) is a well-known real-life problem with many real life... more Multi Depot Vehicle Routing Problem (MDVRP) is a well-known real-life problem with many real life applications in the areas of transportation, distribution, and logistics. MDVRP is an extension of classical Vehicle Routing Problem (VRPs) with more than one depot, applicable to organizations which have several branches and each branch aimed at delivering goods or services to their customers simultaneously. This research work is aimed at proposing an efficient clustering algorithm for Clustering customers to an appropriate depot and was implemented in a classical MDVRP in order to quantify how travel distance and time are minimized. Genetic Algorithm (GA) was used to optimize the overall process because of its stochastic nature, efficiency, parallelism feature in solving combinatorial optimization problems. The main difference between the existing algorithm and the proposed algorithm is seen clearly in the rule 1 and 2 of the algorithm, the existing algorithm identified The closest de...
Systematic literature review and meta-analysis journal, Aug 22, 2022
Open Journal of Science and Technology
Big data is a form of data with increased volume, difficult to analyze, process, and store using ... more Big data is a form of data with increased volume, difficult to analyze, process, and store using traditional database technologies. It has long been adopted in business and finance where a large number of bank transaction are executed daily. The emergence of big data in banking industry results to large proportion of technical improvements in the industry. However, its processing causes disruption in the banking industry. Big data analytics is the process that involves using algorithms and software tools to extract useful business information from the dataset. This study adopts big data analytics process to investigates the disruption due to big data processing in the banking industry. The study identifies, acquired, and extracted dataset of the banking industry which was analyzed using MapReduce based fraud committed due to processing of large amount of data. findings show that government employee commit more crime in comparison with the private sector employees. Finally, based on ...
Systematic Literature Review and Meta-Analysis Journal
Multi-Depot Vehicle Routing Problem (MDVRP) is a heuristic optimization problem that capture inte... more Multi-Depot Vehicle Routing Problem (MDVRP) is a heuristic optimization problem that capture interest of several researchers' for its applicability to real-life situations. The variant of MDVRP are solved with some certain constraints such as service time, time window, vehicle capacity, travelled distance etc. these makes MDVRP to cover several situations In this, 76 studies related to MDVRP from 2012 to 2022 were systematically reviewed. The studies are review based on their constraints and an application through various fields. The goal of this research is to examine the contemporary state of MDVRP and its applications. To achieve this goal, we formed a comprehensive search process which was employed on high rated scientific journals databases. The search process resulted to numerous important research papers in the research domain which were theoretically reviewed. The research papers found are screened based on the titled, abstract, year of publication and exhaustive reading...
International Journal of Innovative Computing, 2021
Requirements negotiation involves discussion on the requirements conflict to have some compromise... more Requirements negotiation involves discussion on the requirements conflict to have some compromise that will satisfy the participating stakeholders of a software project. The output of a requirement negotiation is a set of satisfied requirements of two or more parties. In this paper, we present a systematic review of requirements negotiation challenges. The study adopted 34 papers from the final study selection process which were analyzed based on the requirements negotiation challenges they addressed. The identified challenges are decision-making, communication, performance, managing requirement changes, and conflict resolution. The output of the study indicates that decision-making is addressed by 33% of the studies reviewed, followed by the performance with 22%, conflict resolution with 19%, while 16% focus on stakeholders’ communication, and managing requirements changes has 10%.
Science Proceedings Series, 2020
Requirements negotiation is a centralized process of making a decision in order to resolve confli... more Requirements negotiation is a centralized process of making a decision in order to resolve conflicts in the requirements of the stakeholder. The negotiation will enable the shared vision of software to be developed among the heterogeneous stakeholder in the software industry to be achieved. Many process models used for the negotiation of stakeholder’s requirements have been proposed for the software industry by the research community, yet the acceptance of these process models is discouraging. This study tends to investigate the inadequate adoption of requirements negotiation process models. Further, it finds the acceptance criteria for the software industry to adopt requirements negotiation models. Finding shows that the software industries do not adopt the process models. The perceived usefulness, perceived ease of use and many more criteria have been identified through the literature review on the general criteria of software systems acceptance.
Software requirements negotiation (SRN) is one of the most essential stages of software requireme... more Software requirements negotiation (SRN) is one of the most essential stages of software requirements engineering. SRN involves the stakeholder's interaction to reach a mutual understanding of the requirements for developing a software project. The increased research interest in requirements engineering has resulted in huge literature in the SRN domain. There is a need to investigate the broad of techniques, processes, and evaluation mechanisms used in the SRN research community. This study aims to examine and identify the existing methods, processes, evaluation mechanisms, quantity of publications, publication trends and demographics shaping SRN research domain. To accomplish our aim, we used an evidence-based systematic approach, and 67 relevant studies were ultimately chosen from the search process based on the formulated research questions. Our study result shows broad and promising SRN techniques that include agent-based negotiation, TAICOS, wikiwinwin and winbook. However, ...