A real-time big data sentiment analysis for iraqi tweets using spark streaming

Zaki, Nashwan Dheyaa; Hashim, Nada Yousif; Mohialden, Yasmin Makki; Mohammed, Mostafa Abdulghafoor; Sutikno, Tole; Ali, Ahmed Hussein

doi:10.11591/eei.v9i4.1897

Cited by 36 publications

(22 citation statements)

References 49 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Cerra et al In 2018 produced a learning environment based on video and self-assessment combination tools for computer-Aided Design CAD applications. The method developed to analyze the problem and determine the combination effect of the two tools to find out the importance of learning subjects [27][28][29].…”

Section: Related Workmentioning

confidence: 99%

Developing collaboration tool for virtual team using UML models

Mohialden

Abdulbaqi

Shati

2021

IJEECS

Self Cite

View full text Add to dashboard Cite

Computer aided software engineering (CASE) uses the unified modelling language UML to produce executable code to visualize software architectural blueprint systems. UML is a standard software modeling language for specifying, constructing, documenting and visualizing the artifacts of produced software-intensive systems. However, UML lacks virtual collaboration regardless of their geographical location. The present work developed a prototype of web-based CASE tool that enables UML modes to manage software projects as a virtual collaboration tool. The present methodology starts with the specification of a set of UML triplets; then, the tool generates the visual models automatically with high quality SVG graphs. The system eliminates the manual diagram requirements based on the UML possibility and supported by three diagrams that involves class and use cases. The independent scripting language was PHP7 and MYSQL 8.0 which was used to save the system data.

show abstract

Section: Related Workmentioning

confidence: 99%

Developing collaboration tool for virtual team using UML models

Mohialden

Abdulbaqi

Shati

2021

IJEECS

Self Cite

View full text Add to dashboard Cite

show abstract

“…The use of sentiment analysis that comes from social media has been used by several previous researchers [11], [12]. It was used for the sentiment assessment of the relocation of the Indonesia capital city [13], as well as the use of real time social media bigdata for sentiment [14]. The sentiment analysis is also used to assess film reviews [15].…”

Section: Bulletin Of Electr Eng and Infmentioning

confidence: 99%

SentiHotel: a sentiment analysis application of hotel services using an optimized neural network

et al. 2021

View full text Add to dashboard Cite

An assessed hotel service is necessary for tourists and everyone who is traveling, however currently it is still difficult to find recommended hotel information. The solution provided in this research is to propose a smart application that has been developed by implementing machine learning in it. The purpose is to build a sentiment review smart application by applying the sentiment analysis hybrid model of the best neural network (NN) algorithm model that has been optimized using genetic algorithms. To get the right model, the research method was carried out with experiments starting from the initial stages of conducting data preprocessing, tokenization, weighting, modeling experiments, and conducting the system evaluation stage to determine the success of the proposed model. The progress of the application development system is by using the prototyping model. SentiHotel is a sentiment application that was successfully built to provide a solution for tourists in assessing a hotel service. The software validation test is carried out using the blackbox method and the results show that the SentHotel application is in accordance with the expected result; all system functions can run properly.

show abstract

“…AODV is characterized by its ability to diversify unicast and multicast, it is noted that the source node sends over the network the RREQ route request packet for the purpose of directing a specific route to a destination that does not have a route [27][28][29][30]. After receiving the package containing the destination sequence number by the targeted nodes, it updates its source information as well as the current sequence number, IP address, and broadcast ID of the source node, the response is made by the destination node or that has a path to a destination on the RREP path with a corresponding sequence number (equal to or greater than the number in the RREQ).…”

Section: Ad Hoc On-demand Distance Vector Routing (Aodv)mentioning

confidence: 99%

Performance evaluation of two models in the reactive routing protocol in manets

Abbas

Al-Hilfi²,

Sutikno

2021

IJEECS

Self Cite

View full text Add to dashboard Cite

Due to the need for the multicast connection required by multimedia applications such as video conferencing and natural disaster management, it was necessary to use a set of portable and connected wireless peripheral devices without the need for infrastructure and without a central router, by use wireless network as "a mobile ad hoc network (MANET) " Despite the difficulties facing this technology in the process of effective guidance and the expansion of the use of such networks, in this type of network because of its applications in the fields of civil and military systems that do not need an infrastructure for the network to provide communication, the researchers specialized in this field have improved the current routing protocols and design new protocols that are appropriate to the challenges that Routing protocols face due to continuous change In network topology over time. In this paper we improved the current routing protocols and design new protocols that are appropriate to the challenges that Routing protocols face due to continuous change In network topology over time. The NS2 simulation environment was used for the purpose of a comprehensive evaluation of the performance of the TORA and AODV routing protocols By using properties of packet delivery fraction and end-to-end delay was calculated.ManetOdavPacket deliveryTora

show abstract

A real-time big data sentiment analysis for iraqi tweets using spark streaming

Cited by 36 publications

References 49 publications

Developing collaboration tool for virtual team using UML models

Developing collaboration tool for virtual team using UML models

SentiHotel: a sentiment analysis application of hotel services using an optimized neural network

Performance evaluation of two models in the reactive routing protocol in manets

Contact Info

Product

Resources

About