Research
Text similarity measurement aims to find the commonality existing among text documents, which is fundamental to most information extraction, information retrieval, and text mining problems. Cosine similarity b...
Journal of Big Data 2017 4:25
Published on: 25 July 2017
Research
It is true that data is never static; it keeps growing and changing over time. New data is added and old data can either be modified or deleted. This incremental nature of data motivates the development of new...
Journal of Big Data 2017 4:24
Published on: 24 July 2017
Research
Route prediction is an essential requirement for many intelligent transport systems (ITS) services like VANETS, traffic congestion estimation, resource prediction in grid computing etc. This work focuses on bu...
Journal of Big Data 2017 4:23
Published on: 19 July 2017
Methodology
With the increasing demand for examining and extracting patterns from massive amounts of data, it is critical to be able to train large models to fulfill the needs that recent advances in the machine learning ...
Journal of Big Data 2017 4:22
Published on: 17 July 2017
Research
Ever since the emergence of big data concept, researchers have started applying the concept to various fields and tried to assess the level of acceptance of it with renown models like technology acceptance mod...
Journal of Big Data 2017 4:21
Published on: 10 July 2017
Research
In agriculture sector where farmers and agribusinesses have to make innumerable decisions every day and intricate complexities involves the various factors influencing them. An essential issue for agricultural...
Journal of Big Data 2017 4:20
Published on: 5 July 2017
Research
Most scientists are accustomed to make predictions based on consolidated and accepted theories pertaining to the domain of prediction. However, nowadays big data analytics (BDA) is able to deliver predictions ...
Journal of Big Data 2017 4:19
Published on: 23 June 2017
Research
The performance gap between compute and storage is fairly considerable. This results in a mismatch between the application needs from storage and what storage can deliver. The full potential of storage devices...
Journal of Big Data 2017 4:18
Published on: 19 June 2017
Research
Determining user’s perception of a brand in short periods of time has become crucial for business. Distilling brand perception directly from people’s comments in social media has promise. Current techniques fo...
Journal of Big Data 2017 4:17
Published on: 17 June 2017
Research
Network theory concepts form the core of algorithms that are designed to uncover valuable insights from various datasets. Especially, network centrality measures such as Eigenvector centrality, Katz centrality...
Journal of Big Data 2017 4:16
Published on: 30 May 2017
Research
Online consumer reviews have become a baseline for new consumers to try out a business or a new product. The reviews provide a quick look into the application and experience of the business/product and market ...
Journal of Big Data 2017 4:15
Published on: 15 May 2017
Research
Detecting botnets in a network is crucial because bots impact numerous areas such as cyber security, finance, health care, law enforcement, and more. Botnets are becoming more sophisticated and dangerous day-b...
Journal of Big Data 2017 4:14
Published on: 12 May 2017
Survey paper
A smart grid is an intelligent electricity grid that optimizes the generation, distribution and consumption of electricity through the introduction of Information and Communication Technologies on the electric...
Journal of Big Data 2017 4:13
Published on: 28 April 2017
Research
Outliers are samples that are generated by different mechanisms from other normal data samples. Graphs, in particular social network graphs, may contain nodes and edges that are made by scammers, malicious pro...
Journal of Big Data 2017 4:11
Published on: 26 April 2017
Survey paper
The ability to process large volumes of data on the fly, as soon as they become available, is a fundamental requirement in today’s information systems. Modern distributed stream processing engines (SPEs) addre...
Journal of Big Data 2017 4:12
Published on: 26 April 2017
Research
Chronic Obstructive Pulmonary Disease (COPD) is a chronic lung disease that affects airflow to the lungs. Discovering the co-occurrence of COPD with other diseases, symptoms, and medications is invaluable to m...
Journal of Big Data 2017 4:9
Published on: 4 April 2017
Research
Cloud data stores that can handle very large amounts of data, such as Apache HBase, have accelerated the use of non-relational databases (coined as NoSQL databases) as a way of addressing RDB database limitati...
Journal of Big Data 2017 4:10
Published on: 4 April 2017
Research
Proliferation of structural, semi-structural and no-structural data, has challenged the scalability, flexibility and processability of the traditional relational database management systems (RDBMS). The next g...
Journal of Big Data 2017 4:8
Published on: 31 March 2017
Research
Using traditional machine learning approaches, there is no single feature engineering solution for all text mining and learning tasks. Thus, researchers must determine and implement the best feature engineerin...
Journal of Big Data 2017 4:7
Published on: 28 March 2017
Survey paper
A fully self-managed DBMS which does not require administrator intervention is the ultimate goal of database developers. This system should automate deploying, configuration, administration, monitoring, and tu...
Journal of Big Data 2017 4:5
Published on: 23 March 2017
Short report
Social media data has provided various insights into the behaviour of consumers and businesses. However, extracted data may be erroneous, or could have originated from a malicious source. Thus, quality of soci...
Journal of Big Data 2017 4:6
Published on: 23 March 2017
Research
Expansion of Internet and its use for on-line activities such as E-Commerce and social networking are producing large volumes of transactional data. This huge data volume resulted from these activities facilit...
Journal of Big Data 2017 4:4
Published on: 9 March 2017
Survey paper
The popularity of social media and computer-mediated communication has resulted in high-volume and highly semantic data about digital social interactions. This constantly accumulating data has been termed as B...
Journal of Big Data 2017 4:3
Published on: 25 January 2017
Research
Network infections that are already in progress cause challenges to those officers trying to preserve those nodes not yet infected. Static solutions can take advantage of global knowledge of the network to pro...
Journal of Big Data 2017 4:2
Published on: 13 January 2017
Research
In order to forecast prices of arbitrary agricultural commodity in different wholesale markets in one city, this paper proposes a mixed model, which combines ARIMA model and PLS regression method based on time...
Journal of Big Data 2017 4:1
Published on: 9 January 2017
