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Analysis of institutional authors

Domenech, JosepAuthor

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December 4, 2025
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Detecting AI adoption at scale: a web mining and LLM methodology

Publicated to: SCIENTOMETRICS. - 2025-11-25 (), DOI: 10.1007/s11192-025-05468-y

Authors:

Pastor-Merino; A; Martínez-Barbero; X; Domenech; J
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Affiliations

Univ Politecn Valencia, Valencia, Spain - Author

Abstract

The recent emergence of Artificial Intelligence (AI) technologies has created multiple opportunities for companies. The growing interest in AI adoption has led to an increase in technological innovations and business applications. At the same time, web mining techniques have been used to monitor technological trends, often through basic natural language processing methods. However, advances in Large Language Models (LLMs) enable a more detailed and in-depth analysis of web content, necessitating the development of new methodologies. This paper proposes a methodology for integrating LLMs into the technology mining of corporate websites, with a focus on Spanish companies. The study uses data collected in 2023 and 2025, applying web scraping techniques to gather textual information. The analysis process involves automated AI detection, manual validation, and evaluation through standard classification metrics. The findings contribute to a better understanding of AI adoption trends and inform future research on tech mining applications for industry.
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Keywords

Ai adoptionArtificial intelligenceLarge language modelsTechnology miningWeb scraping

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal SCIENTOMETRICS due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2025, it was in position 31/166, thus managing to position itself as a Q1 (Primer Cuartil), in the category Information Science & Library Science.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-02:

  • Scopus: 1
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Impact and social visibility

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (Pastor-Merino, Ana) and Last Author (Doménech De Soria, Josep).

the author responsible for correspondence tasks has been Pastor-Merino, Ana.

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Awards linked to the item

This work was supported by the Generalitat Valenciana under Grant CIAICO/2023/272; the Agencia Estatal de Investigacion (MCIN/AEI/10.13039/501100011033) and ERDF/EU under Grant PID2023-152106OB-I00; and the Universitat Politecnica de Valencia (PAID-01-24, PAID-12-25).
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