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Enhancing Marine Data Transmission with Socially-Aware Resilient Vessel Networks
[article]
2022
arXiv
pre-print
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To efficiently manage opportunistic vessel-to-vessel (V2V) connections for optimal routing, Social Network Analysis (SNA) on historical vessel interactions is applied for vessel familiarity measurement ...
In this paper, Resilient Vessel Network (RVN) is proposed to fundamentally enhance BMD transmission. ...
Community-based Routing in RVNs We propose socially aware routing to improve data forwarding efficiency by optimizing the familiarity of relays with data targets. ...
arXiv:2204.11654v1
fatcat:t7xphe6u7naxllphfm52x5uq6a
A Study on the Collection Site Profiling and Issue-detection Methodology for Analysis of Customer Feedback on Social Big Data
2014
International Journal of Smart Home
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As competition among the corporations in the service industry is growing fiercer, efficient management of customer feedback is necessary in order to grasp customer needs, which change day by day. ...
This paper proposes a methodology which detects issues by analyzing diverse data patterns as a method for analyzing the Big Data of social media. ...
Introduction With ever-developing technology of networks, online users can express their opinions in a variety of spaces such as message boards in websites, blogs, cafes and social service networks (SNS ...
doi:10.14257/ijsh.2014.8.6.16
fatcat:k7fidatfe5anjoa7ixupdsfiza
Data Analytics to Examine Trending Topics for Indonesian Election 2019
2019
INOVTEK Polbeng - Seri Informatika
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Utilizing big data analytics from social media provide an important source of information that candidates can utilize, manage and even engage them in targeted political campaigning agenda. ...
One of the source in big data is social media's interactions. Social media empowers public to participate proactivelyin the campaigning activities. ...
ACKNOWLEDGEMENT This research was supported in part by the Ministry of Research, Technology and Higher Education. ...
doi:10.35314/isi.v4i2.984
fatcat:j6dpyi2r4rg5nox2lkakffiv6a
A Comprehensive Review on Sustainable Aspects of Big Data Analytics for Smart Grid
2021
Sustainability
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The current research work deals with the achievement of sustainability in the smart grid and efficient data management using big data analytics, that has social, economic, technical and political impacts ...
Finally, the work discusses the challenges and future directions to improve smart grid technologies with big data analytics in action. ...
Further, through target 12.3, i.e., efficient utilization of natural resources with the integration of renewable sources in the smart grid, SDG 7 has a considerable influence. ...
doi:10.3390/su132313322
fatcat:sb2v2q32nnc3fklnd3354tusta
IEEE Access Special Section Editorial: Cloud-Fog-Edge Computing in Cyber–Physical–Social Systems (CPSS)
2020
IEEE Access
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The article titled ''Targeted influence maximization based on cloud computing over big data in social networks,'' by Chen et al., proposes a targeted influence maximization solution for social network ...
Thus, knowing how to deal with CPSS big data efficiently is the key to providing services for users. ...
doi:10.1109/access.2020.3042584
fatcat:zwqibk22qzh7nedoz7b5dlbimu
Realtime analysis of information diffusion in social media
2013
Proceedings of the VLDB Endowment
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Our high level goal is to investigate how information diffuses in real time on the underlying social network and the role of different users in the propagation process. ...
From a conceptual point of view, we are interested both in the structural, sociological and temporal aspects of information diffusion in social media with a twist on the real time factor of what is happening ...
Infrastructures that target Big Data provide only partial support for the requirements of real-time social media analysis. ...
doi:10.14778/2536274.2536328
fatcat:icunoeezlbcmha2wipnxave5pq
A Survey on Securing and Optimizing Health Care Bigdata
2018
International Journal of Engineering & Technology
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And also, to minimize the cost spent by patient and energy wasted. ...
evolve the ways in which the valuable Big-data can be optimized to improve the Big-data analysis. ...
Once the data are shared the corresponding doctor can access the data in social network and can decrypt the content. ...
doi:10.14419/ijet.v7i4.10.21212
fatcat:wtbgnsobgbhdtdbmylnizdwp6q
Bio-Inspired ICT for Big Data Management in Healthcare
[chapter]
2015
Studies in Big Data
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Following a bio-inspired approach to ICT, we can relate Big Data and the data intensive computing issues in the future vision of a smart healthcare. ...
the connectedness and social contagion processes. ...
Through exploiting the social and comorbidity map, the target is to study this reciprocal influence. ...
doi:10.1007/978-3-319-23742-8_1
fatcat:ulinqn4n6vggdk7d5dk3w5ktr4
Social Engineering Attacks: A Survey
2019
Future Internet
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Social engineering is one of the biggest challenges facing network security because it exploits the natural human tendency to trust. ...
This paper provides an in-depth survey about the social engineering attacks, their classifications, detection strategies, and prevention procedures. ...
Whaling phishing is a spear phishing attack targeting high profiles in companies named big fishes. ...
doi:10.3390/fi11040089
fatcat:sboj52i2pvcvrev6powu63zlo4
Business Intelligence and Analytics
2013
ACM Transactions on Management Information Systems
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In this article, we will categorize BIA research activities into three broad research directions: (a) big data analytics, (b) text analytics, and (c) network analytics. ...
The new insights can be used for improving products and services, achieving better operational efficiency, and fostering customer relationships. ...
(b) How can one distinguish social influence from selection in networks? ...
doi:10.1145/2407740.2407741
fatcat:enjlhfzqfnfqvlv63axun5dvee
Ultra-Dense HetNets Meet Big Data: Green Frameworks, Techniques, and Approaches
[article]
2017
arXiv
pre-print
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In view of these, this article first develops a big-data-aware artificial intelligent based framework for energy-efficient operations of Ud-HetNets. ...
However, counter to the 5G vision, ultra-dense deployment of networks would significantly increase energy consumption and thus decrease network energy efficiency suffering from the conventional worst-case ...
For these targets, Ud-HetNets of big data should discern network patterns and perceive user behaviors to make adaptive and proactive decisions for energy-efficient network control, optimization, and management ...
arXiv:1709.08797v1
fatcat:th6dj26ua5gnbkip7shv7o6oby
Big Data Analytics Implications for Smart Tourism Destinations Towards the Enrichment of Content Tourism
2019
Asian Journal of Computer Science and Technology
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Smart tourism has huge amount of Social Big data available from tourists can cherish the value conception process for a Smart Tourism Destination. ...
emergence of new business models, exploitation of Big Data in the context of information-intensive industries and mainly in Tourism. ...
Most of this data is of an external nature, in the form of Twitter or other social networking feeds. ...
doi:10.51983/ajcst-2019.8.s3.2114
fatcat:yopht3hu3jhr7b4pixcy4halge
A Novel Framework for Mobile Telecom Network Analysis using Big Data Platform
2020
International Journal of Advanced Computer Science and Applications
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Social Network Analysis measures the interconnection between humans, entities or communities and the streaming of messages between them. ...
be targeted by specific marketing campaigns. ...
Social Network Analysis Due to the big size of social network data, there is a need for a big data architecture to host the data and make the analysis on top of it. ...
doi:10.14569/ijacsa.2020.0110863
fatcat:cc36totvi5hw3prfnlc4ziao3a
Outbreak minimization v.s. influence maximization: an optimization framework
2020
BMC Medical Informatics and Decision Making
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spread over social networks. ...
It shares similarity with the famous influence maximization problem studied in the field of social network analysis, whose objective is to identify a group of influential individuals to maximize the influence ...
In the IM problem, a user can influence others through social connections, making influence spread over social networks. ...
doi:10.1186/s12911-020-01281-0
pmid:33066791
fatcat:eyyoyc4t25forio4u3ixfjezba
Analytic surveillance: Big data business models in the time of privacy awareness
2018
El Profesional de la Informacion
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Big collections of data are indeed an inviting target for hackers. ...
In fact, social networks' knowledge of its users allows for the targeting of specific communities, so tech-companies such as Facebook, Twitter, or Google bet for launching audiovisual content into market ...
doi:10.3145/epi.2018.mar.19
fatcat:ffi7tmlqdrhkfkkuhp5ega472m
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