Identification of research trends in emerging technologies implementation on public services using text mining analysis

Bolívar, Manuel Pedro Rodríguez; Muñoz, Laura Alcaide

doi:10.1108/itp-03-2021-0188

Cited by 13 publications

(8 citation statements)

References 87 publications

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“…In publishing its financial reports, the Surabaya City Government has been relatively good but sometimes experiences delays in publishing them. This is caused by internal factors such as employees not being punctual in preparing regional income and expenditure budget plans, as well as other things such as incomplete implementation of regional income and expenditure budget plans or exceeding time targets due to the effects of the weather environment (Tassabehji, et al, 2018;Gobba, 2020;Bolivar & Munoz, 2022). The government of Surabaya City has implemented e-government in the form of an application called Surabaya City eGovernment.…”

Section: Publication Of Financial Reportsmentioning

confidence: 99%

“…As a result, this application has not made an optimal contribution to the implementation of good, transparent, efficient and accountable governance. The emergence of stealth budgets in regional expenditure revenue budget plans is an example of weak oversight of the use of public funds (Bolivar & Munoz, 2022). One of the strategic steps that is expected to anticipate this is e-budgeting (Roengtam et al, 2017).…”

Section: Introductionmentioning

confidence: 99%

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Application of E-Government to Financial Accountability in the Surabaya City

Puspitarini

2023

JSEB

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This research aims to explain specifically the implementation of e-government used by the Surabaya City government office regarding regional financial accountability. Financial accountability in the Surabaya City government is not optimal due to one of its elements, namely the implementation of the publication of financial reports has not been carried out through the implementation of e-government. This situation also results in the objectives of e-government implementation not running well. This phenomenological qualitative research is to reveal problems in regional financial management in an accountable manner. The approach used is a case study. The results obtained show that the element of accountability is already accountable. However, the accountability carried out in the implementation of e-government is only limited to planning and implementation. Publication of financial reports has not been carried out because it is still limited by policies and regulations.

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Section: Publication Of Financial Reportsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Application of E-Government to Financial Accountability in the Surabaya City

Puspitarini

2023

JSEB

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“…Momeni and Rost subject modelling methods based on the patent development path, k-core analysis, and technology development trend identify technologies that may become disruptive technologies [16]. Rodriguez Bolivar and Alcaide Munoz conducted a cluster analysis on the role of emerging technologies in public service provision to determine the network of disruptive technologies [17].…”

Section: Related Work and Contributionmentioning

confidence: 99%

A New Identify Disruptive Technologies Algorithm Based on Technology Develop Network

Huang

et al. 2022

Mathematical Problems in Engineering

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The identification of disruptive technologies is intended to focus on training and incubation in advance and is an important means to accelerate the upgrading of industrial structure and the transformation of developmental mode and seize the commanding heights of future development. Based on summarizing the existing major identification methods of disruptive technologies, this paper concludes the rule that “disruptive technologies are always at the root node of a certain classification in the deeply classified technology development network”. It also proposes a new algorithm to use term frequency-inverse document frequency technology and a patented Subject-Action-Object structure to extract technical features, develop networks based on similarity matrix generation technology, and identify subversive technologies based on the depth classification model. Using patent data, it is found that the technology development network generated by the algorithm proposed in this paper can effectively show the trajectory of technology development by fitting the patent citation relationship. Through this algorithm, we have successfully identified technologies that have had disruptive effects in the field and verified the effectiveness of this algorithm.

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“…Combining these two fields offers a unique perspective on understanding the key concepts and relationships within the blockchain domain. Bolívar and Muñoz [2] employed text mining analysis to represent emerging technologies implementation in public services. VOS techniques mirror the MDS approach in terms of aim -i.e., "a dimensionality reduction technique used to represent high-dimensional data in a lower-dimensional space while preserving the pairwise distances between data points as much as possible" [3,4].…”

Section: Introductionmentioning

confidence: 99%

A Bibliometric Study on Blockchain Concept: A Theme Analysis and Future Directions for Computer Science Training

Zhaisanova,

Mansurova

2023

sjaitu

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This paper aims to study the blockchain concept domain in the computer science field due to bibliometric study. Authors employed bibliometric and network analysis techniques to analyze existing literature. In total, 719 articles in the period of 2019 to August 2023 from the Web of Science (WOS) database were analyzed after applying search string, and criteria for inclusion and exclusion. Initial data screening involved the extraction of fundamental information, followed by data analysis based on co-occurrence, bibliographic coupling, and citation using special program software VOSviewer and R program. research areas "compute science" and "engineering". In addition to that, VOSviewer and R-based tools illustrate the application of text mining involves utilizing computational techniques to extract, analyze, and represent the key concepts and relationships within the field of blockchain technology. Data analysis primarily involved co-occurrence analysis, bibliographic coupling, co-authorship examination, citation analysis, and co-citation analysis. In the context of a blockchain concept thematic analysis, was applied clustering by coupling. Furthermore, it was conducted the thematic analysis to scrutinize the content of prior studies in the computer science field using clustering by coupling. Ranking of the authors, organizations, and countries was applied according to total link strength metric which was used to quantify the overall strength of connections between nodes within a network. Besides, citation analysis has also been conducted to assess the articles' ranking, considering both worldwide and localized citations. Bibliometric results indicate blockchain concepts within such thematic frameworks as access control scheme, identity management system, supply chain management, artificial intelligence integration, blockchain technology applications, and blockchain smart contract.

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Identification of research trends in emerging technologies implementation on public services using text mining analysis

Cited by 13 publications

References 87 publications

Application of E-Government to Financial Accountability in the Surabaya City

Application of E-Government to Financial Accountability in the Surabaya City

A New Identify Disruptive Technologies Algorithm Based on Technology Develop Network

A Bibliometric Study on Blockchain Concept: A Theme Analysis and Future Directions for Computer Science Training

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