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Information, Volume 10, Issue 7

2019 July - 24 articles

Cover Story: Data locality is key to improving the performance of big data processing. Apache Hadoop, which can handle big data by sending an analysis code to data nodes to reduce data movement on a network, So, is a fundamental big data processing technology. Four Hadoop modules, Hadoop Distributed File System (HDFS), Yet Another Resource Negotiator and MapReduce, have been investigated to improve the performance of data processing on Hadoop. Among the four modules, HDFS showed the greatest increase in data locality on Hadoop. In particular, the deep data locality fully maximizes the data locality on HDFS by pre-assigning and pre-allocating data blocks on HDFS. View this paper
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Articles (24)

  • Article
  • Open Access
3 Citations
4,471 Views
18 Pages

Task Assignment Algorithm Based on Trust in Volunteer Computing Platforms

  • Ling Xu,
  • Jianzhong Qiao,
  • Shukuan Lin and
  • Ruihua Qi

23 July 2019

In volunteer computing (VC), the expected availability time and the actual availability time provided by volunteer nodes (VNs) are usually inconsistent. Scheduling tasks with precedence constraints in VC under this situation is a new challenge. In th...

  • Article
  • Open Access
16 Citations
7,472 Views
17 Pages

A Web Platform for Integrated Vulnerability Assessment and Cyber Risk Management

  • Pietro Russo,
  • Alberto Caponi,
  • Marco Leuti and
  • Giuseppe Bianchi

17 July 2019

Cyber risk management is a very important problem for every company connected to the internet. Usually, risk management is done considering only Risk Analysis without connecting it with Vulnerability Assessment, using external and expensive tools. In...

  • Article
  • Open Access
35 Citations
5,398 Views
15 Pages

A Review Structure Based Ensemble Model for Deceptive Review Spam

  • Zhi-Yuan Zeng,
  • Jyun-Jie Lin,
  • Mu-Sheng Chen,
  • Meng-Hui Chen,
  • Yan-Qi Lan and
  • Jun-Lin Liu

17 July 2019

Consumers’ purchase behavior increasingly relies on online reviews. Accordingly, there are more and more deceptive reviews which are harmful to customers. Existing methods to detect spam reviews mainly take the problem as a general text classif...

(This article belongs to the Section Information Processes)
  • Article
  • Open Access
11 Citations
10,116 Views
22 Pages

When Relational-Based Applications Go to NoSQL Databases: A Survey

  • Geomar A. Schreiner,
  • Denio Duarte and
  • Ronaldo dos Santos Mello

16 July 2019

Several data-centric applications today produce and manipulate a large volume of data, the so-called Big Data. Traditional databases, in particular, relational databases, are not suitable for Big Data management. As a consequence, some approaches tha...

  • Article
  • Open Access
4 Citations
4,776 Views
20 Pages

11 July 2019

User navigation in public installations displaying 3D content is mostly supported by mid-air interactions using motion sensors, such as Microsoft Kinect. On the other hand, smartphones have been used as external controllers of large-screen installati...

(This article belongs to the Special Issue Wearable Augmented and Mixed Reality Applications)
  • Article
  • Open Access
17 Citations
6,468 Views
39 Pages

11 July 2019

In multi-modal emotion aware frameworks, it is essential to estimate the emotional features then fuse them to different degrees. This basically follows either a feature-level or decision-level strategy. In all likelihood, while features from several...

  • Article
  • Open Access
4 Citations
4,179 Views
14 Pages

10 July 2019

The kinds of interactions taking place in an online personal finance forum and the sentiments expressed in its posts may influence the diffusion and usefulness of those forums. We explore a set of major threads on a personal finance forum to assess t...

  • Article
  • Open Access
32 Citations
7,118 Views
10 Pages

Previous researchers have examined the motivations of developers to participate in hackathons events and the challenges of open data hackathons, but limited studies have focused on the preparation and evaluation of these contests. Thus, the purpose o...

(This article belongs to the Section Information Applications)
  • Article
  • Open Access
4 Citations
4,599 Views
20 Pages

How to explore the interaction between an individual researcher and others in scientific research, find out the degree of association among individual researchers, and evaluate the contribution of researchers to the whole according to the mechanism a...

  • Article
  • Open Access
1 Citations
4,344 Views
17 Pages

A Proximity-Based Semantic Enrichment Approach of Volunteered Geographic Information: A Study Case of Waste of Water

  • Liliane Soares da Costa,
  • Italo Lopes Oliveira,
  • Alexandra Moreira and
  • Jugurta Lisboa-Filho

Volunteered geographic information (VGI) refers to geospatial data that is collected and/or shared voluntarily over the Internet. Its use, however, presents many limitations, such as data quality, difficulty in use and recovery. One alternative to im...

(This article belongs to the Section Information Applications)
  • Article
  • Open Access
8 Citations
4,297 Views
13 Pages

Service recommendation is one of the important means of service selection. Aiming at the problems of ignoring the influence of typical data sources such as service information and interaction logs on the similarity calculation of user preferences and...

(This article belongs to the Special Issue Computational Social Science)
  • Article
  • Open Access
5 Citations
5,893 Views
15 Pages

Anthropological, archaeological, and forensic studies situate enforced disappearance as a strategy associated with the Brazilian military dictatorship (1964–1985), leaving hundreds of persons without identity or cause of death identified. Their...

(This article belongs to the Special Issue Natural Language Processing and Text Mining)
  • Editorial
  • Open Access
1 Citations
3,708 Views
2 Pages

Recommender systems are nowadays an indispensable part of most personalized systems implementing information access and content delivery, supporting a great variety of user activities [...]

(This article belongs to the Special Issue Modern Recommender Systems: Approaches, Challenges and Applications)
  • Article
  • Open Access
1 Citations
4,335 Views
15 Pages

Finite element data form an important basis for engineers to undertake analysis and research. In most cases, it is difficult to generate the internal sections of finite element data and professional operations are required. To display the internal da...

  • Article
  • Open Access
35 Citations
9,527 Views
25 Pages

Multilingual Open Information Extraction: Challenges and Opportunities

  • Daniela Barreiro Claro,
  • Marlo Souza,
  • Clarissa Castellã Xavier and
  • Leandro Oliveira

The number of documents published on the Web in languages other than English grows every year. As a consequence, the need to extract useful information from different languages increases, highlighting the importance of research into Open Information...

(This article belongs to the Special Issue Natural Language Processing and Text Mining)
  • Article
  • Open Access
11 Citations
3,928 Views
13 Pages

The purpose of this paper is to enrich the decision preference information inconsistency check and adjustment method in the context of capacity-based multiple criteria decision making. We first show that almost all the preference information of a dec...

(This article belongs to the Section Information Theory and Methodology)
  • Article
  • Open Access
6 Citations
4,308 Views
16 Pages

The widespread popularity of smart meters enables the collection of an immense amount of fine-grained data, thereby realizing a two-way information flow between the grid and the customer, along with personalized interaction services, such as precise...

(This article belongs to the Section Information and Communications Technology)
  • Article
  • Open Access
31 Citations
12,562 Views
14 Pages

Eligibility of BPMN Models for Business Process Redesign

  • George Tsakalidis,
  • Kostas Vergidis,
  • Georgia Kougka and
  • Anastasios Gounaris

Business process redesign (BPR) is an organizational initiative for achieving competitive multi-faceted advantages regarding business processes, in terms of cycle time, quality, cost, customer satisfaction and other critical performance metrics. In s...

(This article belongs to the Section Information Applications)
  • Review
  • Open Access
111 Citations
24,604 Views
21 Pages

Big Data Analytics and Firm Performance: A Systematic Review

  • Parisa Maroufkhani,
  • Ralf Wagner,
  • Wan Khairuzzaman Wan Ismail,
  • Mas Bambang Baroto and
  • Mohammad Nourani

The literature on big data analytics and firm performance is still fragmented and lacking in attempts to integrate the current studies’ results. This study aims to provide a systematic review of contributions related to big data analytics and f...

(This article belongs to the Section Information Applications)
  • Article
  • Open Access
32 Citations
7,140 Views
22 Pages

This paper aims to explore the current status, research trends and hotspots related to the field of infrared detection technology through bibliometric analysis and visualization techniques based on the Science Citation Index Expanded (SCIE) and Socia...

(This article belongs to the Section Information Systems)
  • Article
  • Open Access
6 Citations
10,103 Views
17 Pages

Hadoop Performance Analysis Model with Deep Data Locality

  • Sungchul Lee,
  • Ju-Yeon Jo and
  • Yoohwan Kim

27 June 2019

Background: Hadoop has become the base framework on the big data system via the simple concept that moving computation is cheaper than moving data. Hadoop increases a data locality in the Hadoop Distributed File System (HDFS) to improve the performan...

(This article belongs to the Special Issue Big Data Research, Development, and Applications––Big Data 2018)
  • Article
  • Open Access
2 Citations
5,659 Views
18 Pages

Analysis of Usability for the Dice CAPTCHA

  • Alessia Amelio,
  • Ivo Rumenov Draganov,
  • Radmila Janković and
  • Dejan Tanikić

26 June 2019

This paper explores the usability of the Dice CAPTCHA via analysis of the time spent to solve the CAPTCHA, and number of tries for solving the CAPTCHA. The experiment was conducted on a set of 197 subjects who use the Internet, and are discriminated...

(This article belongs to the Special Issue Artificial Intelligence—Methodology, Systems, and Applications)
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Information - ISSN 2078-2489