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Veröffentlichungen

Das DZHW veröffentlicht seine Forschungsergebnisse in renommierten wissenschaftlichen Fachzeitschriften, auf nationalen wie internationalen Konferenzen und in eigenen Publikationsformaten. Nachfolgend finden Sie eine Übersicht der von den Mitarbeiter*innen des DZHW erstellten Publikationen und Vorträgen. Über das Menü in der linken Spalte können Sie einzelne Publikationsformate separat aufrufen.

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Opportunities and challenges of higher education administrative data (HEAD) analysis: An empirical example from a large German university.

Bauer, V., Hönnige, C., & Jungbauer-Gans, M. (2023).
Opportunities and challenges of higher education administrative data (HEAD) analysis: An empirical example from a large German university. Qualität in der Wissenschaft. Zeitschrift für Qualitätsentwicklung in Forschung, Studium und Aministration, 17(2), 56-62.

Qualität in der Förderung von Early Career Researchers.

Jungbauer-Gans, M. (2023).
Qualität in der Förderung von Early Career Researchers. In T. Betz, T. Feldhoff, P. Bauer, U. Schmidt, & B. Schmidt-Hertha (Hrsg.), Handbuch Qualität in pädagogischen Feldern. Wiesbaden: Springer. https://doi.org/10.1007/978-3-658-40471-0_27-1

Optical image recognition strategy for keyword extraction and page ranking for slide recommendation system.

Obionwu, C. V., Abbas, S. M. L., Padmanabhan, V., Tiwari, T., Broneske, D., & Saake, G. (2023).
Optical image recognition strategy for keyword extraction and page ranking for slide recommendation system. In IEEE Institute of Electrical and Electronic Engineers (Hrsg.), 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (S. 1-6). Tenerife, Spain: IEEE. https://doi.org/10.1109/ICECCME57830.2023.10252423

A strategy for retrospective evaluation of students SQL learning engagements.

Obionwu, C. V., Kalu, K. O., Blockhaus, P., Broneske, D., & Saake, G. (2023).
A strategy for retrospective evaluation of students SQL learning engagements. In IEEE Institute of Electrical and Electronic Engineers (Hrsg.), 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023) (S. 1-7). Tenerife, Spain: IEEE. https://doi.org/10.1109/ICECCME57830.2023.10252347

Market selection and learning under model misspecification.

Bottazzi, G., Giachini, D., & Ottaviani, M. (2023).
Market selection and learning under model misspecification. Journal of Economic Dynamics and Control2023. https://www.sciencedirect.com/science/article/pii/S0165188923001458 (Abgerufen am: 12.09.2023).
Abstract

The paper explores market selection in an Arrow-Debreu economy with complete markets where agents learn over misspecified models. Standard Bayesian learning loses formal justification, and biased learning processes may provide a selection advantage. The ecology of traders in the market affects selection dynamics and long-run asset valuation. Model misspecification makes it difficult to rank learning behaviors based on survival prospects. Prediction averaging has an advantage when the true data generating process belongs to the same family of models, but this advantage disappears when the true model belongs to a more general class. Rules guaranteeing survival exploit imitative mechanisms.

Coping with work-related stressors: does education reduce work-related stress?

Schoger, L. (2023).
Coping with work-related stressors: does education reduce work-related stress? Journal of Public Health (online first). https://doi.org/10.1007/s10389-023-02070-5
Abstract

Work is a central area of human life, and work-associated stress can affect health over a long period of time. From a health sociological perspective, it was assumed in this paper that education as a resource is able to support the management of stress(ors) and thus has a positive impact on health. Data from the National Educational Panel Study (NEPS): Starting Cohort 6 – Adults, was used and a cross-sectional analysis was performed. Linear regression models were estimated to analyse the effect of stressors at the workplace on work-related stress. The results show that more well-educated people show a lower level of stress, net of stressors and additional controls.

What is research funding, how does it influence research, and how is it recorded? Key dimensions of variation.

Thelwall, M., Simrick, S., Viney, I., & van den Besselaar, P. (2023).
What is research funding, how does it influence research, and how is it recorded? Key dimensions of variation. Scientometrics , 128, 6085-6106.
Abstract

Evaluating the effects of some or all academic research funding is difficult because of the many different and overlapping sources, types, and scopes. It is therefore important to identify the key aspects of research funding so that funders and others assessing its value do not overlook them. This article outlines 18 dimensions through which funding varies substantially, as well as three funding records facets.

Decoding the encoded - Linguistic secrets of language models: A systematic literature review.

Avetisyan, H., & Broneske, D. (2023).
Decoding the encoded - Linguistic secrets of language models: A systematic literature review. In D. C. Wyld & D. Nagamalai (Hrsg.), Computer Science & Information Technology (CS & IT) (S. 67-88). Chennai, Tamil Nadu, India: AIRCC Publishing Corporation.

FAIRification of CRIS: A Review.

Azeroual, O., Schöpfel, J., Pölönen, J., & Nikiforova, A. (2023).
FAIRification of CRIS: A Review. In F. Coenen, A. Fred, J. Bernardino, E. Masciari, & J. Filipe (Hrsg.), Knowledge Discovery, Knowledge Engineering and Knowledge Management. Cham: Springer. https://doi.org/10.1007/978-3-031-43471-6_13

FPGA-integrated bag of little bootstraps accelerator for approximate database query processing.

Burtsev, V., Wilhelm, M., Drewes, A., Gurumurthy, B., Broneske, D., Pionteck, T., & Saake, G. (2023).
FPGA-integrated bag of little bootstraps accelerator for approximate database query processing. In F. Palumbo, G. Keramidas, N. Voros, & P. C. Diniz (Hrsg.), Applied Reconfigurable Computing. Architectures, Tools, and Applications (ARC 2023). Lecture Notes in Computer Science (S. 115-130). Cham: Springer.

Enhancing AutoNLP with fine-tuned BERT models: An evaluation of text representation methods for AutoPyTorch.

Safikhani, P., & Broneske, D. (2023).
Enhancing AutoNLP with fine-tuned BERT models: An evaluation of text representation methods for AutoPyTorch. In D. C. Wyld & D. Nagamalai (Hrsg.), Computer Science & Information Technology (CS & IT) (S. 23-38). Chennai, Tamil Nadu, India: AIRCC Publishing Corporation.

Defining Transparency: A Functional Approach.

Cruz Romero, R. (2023).
Defining Transparency: A Functional Approach. JeDEM - EJournal of EDemocracy and Open Government, 15(1), 219-242. https://doi.org/10.29379/jedem.v15i1.714
Abstract

This reflection piece seeks to tackle this blurriness and advance the concept’s analytical precision by presenting and discussing transparency’s main dimensions, as well as its framing within the scholarly body of good governance, democracy, and development. To do so, the reflection paper presents a novel approach; to define transparency in the form of a function (which places transparency in relation to, and as a function) of its two constituting dimensions: a) information (timely and qualitative), and b) accountability mechanisms (namely, a free media environment and legitimate accountability channels).

Studienbezogene Auslandsmobilität und soziale Ungleichheiten im Kontext der Coronapandemie.

Netz, N., & Völk, D. (2023).
Studienbezogene Auslandsmobilität und soziale Ungleichheiten im Kontext der Coronapandemie. (DZHW Brief 03|2023). Hannover: DZHW. https://doi.org/10.34878/2023.03.dzhw_brief
Abstract

Während im Sommersemester 2016 knapp 17 Prozent der Studierenden bereits studienbezogene Auslandserfahrung gesammelt hatten, lag dieser Wert im Sommersemester 2021 nur bei gut 12 Prozent. Somit hat sich der seit 2012 zu beobachtende Trend fallender Mobilitätsquoten auch im Jahr 2021 fortgesetzt. Die Verringerung der Mobilitätsquote in den letzten Jahren geht vor allem auf gesunkene Anteile Studierender zurück, die im Ausland Praktika oder Exkursionen absolvieren. Der Anteil Studierender mit einer Auslandsstudienphase ist relativ gesehen nur geringfügig gesunken.
Bei Auslandsaufenthalten und Plänen für zukünftige Auslandsaufenthalte lassen sich im Jahr 2021 Ungleichheiten nach Sozialgruppen beobachten, die sich bereits vor Beginn ...

The Field-Specificity of Open Data Practices.

Velden, T., & Tcypina, A. (2023).
The Field-Specificity of Open Data Practices. In International Conference on Science (Hrsg.), 27th International Conference on Science, Technology and Innovation Indicators (STI 2023). Leiden, Niederlande: ovium.io. https://doi.org/10.55835/64b14ef741aa5b443685f9d3
Abstract

Increasingly, researchers are expected to make their research data openly available. However, scientific fields differ in their research practices and norms for sharing research data. We provide quantitative evidence of differences in data practices and the public sharing of research data at a granularity of field-specificity that is rarely reported in open data surveys. Based on a survey of 8,822 researchers at German Universities, we find considerable variation, within and across disciplines, of data practices and rates of open data sharing. Our findings underline that in order to evaluate rates of public data sharing, a better understanding of the embedding of public data sharing into field-specific research practices is needed.

Predictive Analytics intelligent decision-making framework and testing it through sentiment analysis on Twitter data.

Azeroual, O., Nacheva, R., Nikiforova, A., Störl, U., & Fraisse, A. (2023).
Predictive Analytics intelligent decision-making framework and testing it through sentiment analysis on Twitter data. CompSysTech '23: Proceedings of the 24th International Conference on Computer Systems and Technologies, 2023, 42-53. https://doi.org/10.1145/3606305.3606309

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