Multimedia: multimodal mediation analysis of microbiome data by Hanying Jiang, Xinran Miao, Margaret W. Thairu, Mara Beebe, Dan W. Grupe, Richard J. Davidson, Jo Handelsman, Kris Sankaran

“…ABSTRACT Mediation analysis has emerged as a versatile tool for answering mechanistic questions in microbiome research because it provides a statistical framework for attributing treatment effects to alternative causal pathways. Using a series of linked regressions, this analysis quantifies how complementary data relate to one another and respond to treatments. …”
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Wormhole Whispers: Reflecting User Privacy Data Boundaries Through Algorithm Visualization by Xiaoxiao Wang, Jingjing Zhang, Huize Wan, Yuan Yao

“…As user interactions on online social platforms increase, so does the public’s concern over the exposure of user privacy data. …”
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Semi-automated data provenance tracking for transparent data production and linkage to enhance auditing and quality assurance in Trusted Research Environments by Katherine O'Sullivan, Milan Markovic, Jaroslaw Dymiter, Bernhard Scheliga, Chinasa Odo, Katie Wilde

“…Results The resulting Provenance Explorer for Trusted Research Environments (PE-TRE) interactive tool displays the data linkage information extracted from a knowledge graph described using the derived SHP ontology and results of rule-based validation checks. …”
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Markarian Multiwavelength Data Center (MMDC): A Tool for Retrieving and Modeling Multitemporal, Multiwavelength, and Multimessenger Data from Blazar Observations by N. Sahakyan, V. Vardanyan, P. Giommi, D. Bégué, D. Israyelyan, G. Harutyunyan, M. Manvelyan, M. Khachatryan, H. Dereli-Bégué, S. Gasparyan

“…Another important distinguishing feature of MMDC is its ability to enable precise, self-consistent theoretical modeling of the observed data using machine learning algorithms trained on leptonic and lepto-hadronic models, which consider the injection of particles and all relevant cooling processes. …”
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Evaluating the role of training data origin for country-scale cropland mapping in data-scarce regions: A case study of Nigeria by Joaquin Gajardo, Michele Volpi, Daniel Onwude, Thijs Defraeye

“…We release our data, source code, output maps, and an interactive GEE web application to facilitate further research.…”
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Impact of Social Interaction Anxiety upon Psychological Well-Being of Nursing Collegians' in Iraq by Hossam M. Al-Amarei

“…A sample of all first class nursing collegians'(N=330) were selected of a probability sample of nursing colleges by dividing Iraq to three geographical areas (South ,North, and Middle Euphrates) in addition to Baghdad. The data are collected through the use of self-administered questionnaire consists of three parts: First part socio-demographic data form students; the second part contains the Psychological Well-being Instrument which includes: General Health Questionnaire and part three, Social Interaction Anxiety scale. …”
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Individual Contribution-Based Spatial-Temporal Attention on Skeleton Sequences for Human Interaction Recognition by Xing Liu, Bo Gao

“…Additionally, we use a two-stream architecture with joint coordinates and joint motion data as inputs for each stream. …”
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ENHANCING STUDENTS’ LEARNING OUTCOMES IN CLASSICAL CRYPTOGRAPHY THROUGH INTERACTIVE 3D SIMULATIONS by Wenda Novayani, Iqbal Alhuda

“…This research aims to investigate the improvement in students' knowledge of classical cryptography through interactive 3D simulations. The experiment was conducted on 30 PCR students by comparing two learning groups: a control group (using textbooks) and an experimental group (using 3D simulations). …”
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Co-creation of Activity Spaces in an amateur dance group: interactional construction of the Teaching Space by Naomi Smart, Beatrice Szczepek Reed

“…Features given attention include bodily orientations, such as dancers’ positioning of themselves to have visual access to the choreographer; prosodic features, such as choreographers’ use of raised volume relative to surrounding interaction; and verbal contributions from the choreographer and from dancing and currently-not-dancing participants. …”
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ENHANCING STUDENTS’ LEARNING OUTCOMES IN CLASSICAL CRYPTOGRAPHY THROUGH INTERACTIVE 3D SIMULATIONS by Wenda Novayani, Iqbal Alhuda

“…This research aims to investigate the improvement in students' knowledge of classical cryptography through interactive 3D simulations. The experiment was conducted on 30 PCR students by comparing two learning groups: a control group (using textbooks) and an experimental group (using 3D simulations). …”
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How long is too long? Examining waiting times and stress in human-elevator interaction by Masahiro Shiomi, Masayuki Kakio, Takahiro Miyashita

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Kahoot as a data collection tool to work with school age children by Manuel Larrosa, Leandro Krug Wives, Virginia Rodés

“… This article describes the experience of using the Kahoot platform as a gamified tool for data collection with K-12 students. …”
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Kahoot as a data collection tool to work with school age children by Manuel Larrosa, Leandro Krug Wives, Virginia Rodés

“… This article describes the experience of using the Kahoot platform as a gamified tool for data collection with K-12 students. …”
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The Relevance of Virtual-Assisted Early Childhood Education and Occupational Psychotherapy Based on Emotional Interaction by Dingran Qie

“…This paper presents an in-depth study and analysis of the relevance of early childhood education to occupational psychotherapy using a virtual-assisted affective interaction approach. …”
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Interinstitutional Interaction between the Head of State and the US Congress: Historical Context and Modern Features by E. S. Shevchenko

“…As a result, problematic planes and levels of political-administrative relations between the state bodies of executive and legislative power in the United States at the present stage are presented. The author used quantitative (multifactorial analysis, statistical presentation of data) and qualitative (content analysis, secondary analysis of data from American analytical and scientific research centers) methods.…”
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Preventing Spurious Interactions: A New Inductive Bias for Accurate Treatment Effect Estimation by Roger Pros, Jordi Vitria

“…In recent years, the use of non-linear machine learning techniques to estimate treatment effects from observational data has gained significant attention. …”
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Phenology and foraging bias contribute to sex‐specific foraging patterns in the rare declining butterfly Argynnis idalia idalia by Matthew W. Chmielewski, Skyler Naya, Monica Borghi, Jen Cortese, Alisdair R. Fernie, Mark T. Swartz, Konstantina Zografou, Brent J. Sewall, Rachel B. Spigler

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TAKING PLATFORMS BEYOND HUMAN-CENTRIC APPROACH: PLATFORMS FOR HUMAN-NON-HUMAN INTERACTIONS by Ivan D. Kotliarov

“…The paper is conceptual and does not draw on empirical data. Research findings. The paper demonstrates that platforms can be used for human-non-human interaction. …”
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Local people’s interaction with Wejig-Mahgo-Waren Massif Forest in Southern Tigray, Ethiopia by Mebrahtu Hishe, Mirutse Giday, Zemede Asfaw, Sebsebe Demissew, Bikila Warkineh

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Enhancing Critical Thinking Skills in ChatGPT-Human Interaction: A Scoping Review by Lilia Raitskaya, Elena Tikhonova

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