Adapting Data-Driven Research to the Fields of Social Sciences and the Humanities

Weichselbraun, Albert; Kuntschik, Philipp; Francolino, Vincenzo; Saner, Mirco; Dahinden, Urs; Wyss, Vinzenz

doi:10.3390/fi13030059

Cited by 9 publications

(6 citation statements)

References 31 publications

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“…The expansion has been accompanied by a concentration on philosophical approaches, namely highlighting qualitative research methodologies (Dhobi, 2022). Researchers have examined data-driven research approaches from computer science, including a case study in communication science (Weichselbraun et al, 2021). The evaluation of research impact has been a central area of concentration, prompting a demand for dedicated instruments for assessing impact (Pedersen et al, 2020).…”

Section: Review Of Literaturementioning

confidence: 99%

Research Methodology Confusion Among Novice Social Sciences and Humanities Researchers

TUMIRAN

2024

qjssh

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Research methodology in the social sciences and humanities entails a methodical approach to studying social phenomena, context, and human behaviour using qualitative, quantitative, or hybrid research techniques. However, the intricate nature of research methods in the social sciences and humanities often poses substantial difficulties for inexperienced researchers and may result in perplexity and mistakes. The objective of this study is to review the research methodology confusion among novice researchers in the social sciences and humanities. This study entails a content analysis approach to discovering pertinent material on the difficulties faced by inexperienced researchers in comprehending research methodology. This study has identified several points of research methodology confusion among novice researchers in the social sciences and humanities, namely: (a) normality tests and validity/reliability tests; (b) parametric and non-parametric tests; (c) sampling determination between experiments and social research; (d) literature review and manuscript analysis; (e) a review and an original qualitative paper; (f) specific terminology of research paper types; and (g) independent and dependent of sample and variable. In conclusion, this study reveals the widespread lack of clarity among inexperienced researchers in the social sciences and humanities when it comes to fundamental ideas, concepts, and research methods.

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Section: Review Of Literaturementioning

confidence: 99%

Research Methodology Confusion Among Novice Social Sciences and Humanities Researchers

TUMIRAN

2024

qjssh

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“…According to objective observation and interpretation techniques, some experts see art research as a systematic collection of knowledge about human values and human thought in the frame of the art phenomenon. Therefore, art research is similar to humanities research (Weichselbraun et al, 2021) because art research, such as humanities research, focuses on efforts to study and deepen human values and human thought. Meanwhile, art, as a result of artistic creation activities, manifests knowledge about selected values, embodied in creative forms in a systemic arrangement through deep interpretation and appreciation of the art creator to the object that unfolds before the consciousness of the creators of art, and which they feel is important to reveal.…”

Section: First Pillarmentioning

confidence: 99%

Comparative Study in the Paradigm of Art Research and Art Creation

Sunarto

2023

Creativity Studies

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This article reveals the epistemology of the pillars of existence between art research and artistic creation. The main focus is to tell about the nature of the paradigm, especially the paradigm of research and artistic creation. This discussion is necessary because both have been present as art disciplines that have received wide attention in the academic world. This paper elaborates ideographically on the thoughts of researchers and artists comprehensively when researching and creating art. The aim is to improve epistemological literacy in learning the implementation of research and creating works of art with strong pillars of existence. Anyone concerned with research and art creation has significant potential to carry out academic tasks. Whoever they are, they need a pillar of existence as the basis for intellectual performance. This article describes the nature of the pillars of existence in art research activities and the nature of the pillars of existence in art creation activities. The elements of the two paradigms, the relationship between the pillars of existence, and the elements of the paradigm will receive great attention. This explanation has an important meaning, namely to foster regular reasoning in the development of the paradigm of researchers and art creators, as well as to stimulate the spirit to be accountable for their work academically for art researchers and creators.

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“…The article Adapting Data-Driven Research to the Fields of Social Sciences and the Humanities, the thirteenth in this Special Issue, was written by Albert Weichselbraun, Philipp Kuntschik, Vincenzo Francolino, Mirco Saner, Urs Dahinden, and Vinzenz Wyss [13], and addressed the application of data-driven research methods to disciplines such as the Social Sciences and Humanities. The authors presented a case study that demonstrates the potential of the proposed method in the domain of Communication Science by creating approaches that aid domain experts in locating, tracking, analyzing, and finally, better understanding the dynamics of media criticism.…”

Section: Contributionsmentioning

confidence: 99%

Data Science and Knowledge Discovery

Portela

2021

Future Internet

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Nowadays, Data Science (DS) is gaining a relevant impact on the community. The most recent developments in Computer Science, such as advances in Machine and Deep Learning, Big Data, Knowledge Discovery, and Data Analytics, have triggered the development of several innovative solutions (e.g., approaches, methods, models, or paradigms). It is a trending topic with many application possibilities and motivates the researcher to conduct experiments in these most diverse areas. This issue created an opportunity to expose some of the most relevant achievements in the Knowledge Discovery and Data Science field and contribute to such subjects as Health, Smart Homes, Social Humanities, Government, among others. The relevance of this field can be easily observed by its current achieved numbers: thirteen research articles, one technical note, and forty-six authors from fifteen nationalities.

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Adapting Data-Driven Research to the Fields of Social Sciences and the Humanities

Cited by 9 publications

References 31 publications

Research Methodology Confusion Among Novice Social Sciences and Humanities Researchers

Research Methodology Confusion Among Novice Social Sciences and Humanities Researchers

Comparative Study in the Paradigm of Art Research and Art Creation

Data Science and Knowledge Discovery

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