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Keywords: Big data
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Journal Articles
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2023) 57 (4): 437–464.
Published: 03 October 2022
...-use rights only Big data Information entropy Unsupervised learning Information fusion Online consumer review Perceived helpfulness prediction National Natural Science Foundation of China 10.13039/501100001809 72171123 National Natural Science Foundation of China 10.13039...
Journal Articles
Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2022) 56 (1): 1–23.
Published: 28 May 2021
...? 30 09 2018 15 12 2020 07 03 2021 © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Social media Crisis communication Big data Sentiment analytics Conflicts and crises Opinion-oriented information system During the past...
Journal Articles
A scalable eigenspace-based fuzzy c-means for topic detection
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2021) 55 (4): 527–541.
Published: 23 March 2021
... Chunking Big data Universitas Indonesia The topic detection method, which can process large data sets, is becoming increasingly important as the amount of textual data associated with big data grows. In general, there are two scalable approaches for big data, i.e. chunking and sampling. We...
Journal Articles
Chicken swarm foraging algorithm for big data classification using the deep belief network classifier
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2021) 55 (3): 332–352.
Published: 28 July 2020
...Sathyaraj R; Ramanathan L; Lavanya K; Balasubramanian V; Saira Banu J Purpose The innovation in big data is increasing day by day in such a way that the conventional software tools face several problems in managing the big data. Moreover, the occurrence of the imbalance data in the massive data...
Journal Articles
Journal:
Data Technologies and Applications
Data Technologies and Applications (2020) 54 (4): 409–435.
Published: 29 June 2020
... for identifying and merging duplicates, to obtain an output disambiguated graph. Originality/value To our knowledge GDup is the only system in the literature that offers an integrated and general-purpose solution for the deduplication graphs, while targeting big data scalability issues. GDup is today one...
Journal Articles
Identification of operational demand in law enforcement agencies: An application based on a probabilistic model of topics
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2019) 53 (3): 333–372.
Published: 20 August 2019
... in a given locality. Social implications The production of knowledge from the emergency service database contributes to the government integrating information with other databases, thus enabling the improvement of strategies to combat local crime. The proposed model contributes to research on big data...
Journal Articles
An analysis of academic librarians competencies and skills for implementation of Big Data analytics in libraries: A correlational study
Available to Purchase
Journal:
Data Technologies and Applications
Data Technologies and Applications (2019) 53 (2): 201–216.
Published: 29 March 2019
...Khurshid Ahmad; Zheng JianMing; Muhammad Rafi Purpose The purpose of this paper is to analyze the views and capabilities of librarians for the implementation of Big Data analytics in academic libraries of Pakistan. The study also sets out to check the relationship between the required skills...
Journal Articles
Determining social media impact on the politics of developing countries using social network analytics
Available to Purchase
Journal:
Data Technologies and Applications
Program (2016) 50 (4): 481–507.
Published: 06 September 2016
... in this work to harness and gain insights from Big Data, like the social media data. There is no doubt that the use of social media has actually permeated into every facet of life as we can see in Hamed and Wu (2014) that it has greatly transformed these areas and introduced new ways of performing tasks...
