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Forgetting Practices in the Data Sciences

Michael Muller, Angelika Strohmayer
2022 CHI Conference on Human Factors in Computing Systems  
learning; and (3) an analytic vocabulary for future work in remembering, forgetting, and erasing in HCI and the data sciences.  ...  What if the human decisions that shape our data-processing software, inadvertently contribute their own sources of bias?  ...  in data science).  ... 
doi:10.1145/3491102.3517644 fatcat:xi6agjgq5ffcjnzifawswy6ixq

Interrogating Human-centered Data Science: Taking Stock of Opportunities and Limitations

Anissa Tanweer, Cecilia R Aragon, Michael Muller, Shion Guha, Samir Passi, Gina Neff, Marina Kogan
2022 CHI Conference on Human Factors in Computing Systems Extended Abstracts  
We invite new perspectives from the diverse research and practice traditions in the broader CHI community, and we hope to co-create a new research agenda that addresses both data science and human-centered  ...  In this workshop, we deepen that critical view by turning a refective lens on the HCI work itself that addresses data science.  ...  of human-centered data science in new directions.  ... 
doi:10.1145/3491101.3503740 fatcat:tcd7tqiv2jhkzgnqpuvgfjkzzu

Using human activity data in exposure models: Analysis of discriminating factors

Thomas Mccurdy, Stephen E Graham
2003 Journal of Exposure Science and Environmental Epidemiology  
This paper tests factors thought to be important in explaining the choices people make in where they spend time.  ...  Given these findings, we recommend that exposure modelers subdivide their population activity data into at least season/temperature, precipitation, and day-type "cohorts" as these factors are important  ...  Summary and Conclusions An activity-factor typology was developed based upon factors thought by various social science disciplines to affect human activity choices.  ... 
doi:10.1038/sj.jea.7500281 pmid:12923556 fatcat:o2zabnfxvjaydjgdgi34sy2zd4

Lessons for Supporting Data Science from the Everyday Automation Experience of Spell-Checkers

Kevin Crowston
2020 International Conference on Human Factors in Computing Systems  
We apply two theoretical frameworks to analyze spell-checkers as a form of automation and apply the lessons learned to analyze opportunities to support data science.  ...  Having the automation work in the same space as users (e.g., editing the same document) supports stigmergic coordination between the two, but attention is needed to ensure that the contributions can be  ...  We will consider in particular the task of data analysis, i.e., writing a data-science-analysis script.  ... 
dblp:conf/chi/Crowston20 fatcat:b4fyxxbsn5cvdnyjugj32isjd4

A Study on Influence Factors of Entrepreneurship in China: An Empirical Analysis Based on CGSS Data

Qi HUANG, Li ZHANG
2017 DEStech Transactions on Social Science Education and Human Science  
This paper established a model of factors affecting the entrepreneurial behavior by using Logistic regression method, and the data is based on the CGSS from 2010 to 2013.  ...  Only in the southwest region, educational level has significant effect. Educational level of father has the opposite effect in the southwest and southeast regions.  ...  Thus, this paper uses the set of data from 2010 to 2013. After removing invalid data, 34411 valid data are selected in this paper.  ... 
doi:10.12783/dtssehs/mess2016/9742 fatcat:h36bhhwq25cjvop5c66jgepkjy

Analysis of Factors Influencing Satisfaction with Public Services in Health Care: An Empirical Study Based on CGSS Data

Wenjing Tang
2022 BCP Social Sciences & Humanities  
This paper uses the method of empirical research to conduct a multiple linear regression analysis of the factors influencing satisfaction with health care public services based on CGSS data by using the  ...  And it aims to promote the openness and sharing of domestic social science research, and provide data for government decisionmaking and international comparative research.  ...  Data Sources and Variable Measurements Data Sources A total of 10,986 valid questionnaires from the Chinese General Social Survey (CGSS) were used as the data source for this paper.  ... 
doi:10.54691/bcpssh.v17i.644 fatcat:v6g4kytmzvhdta433jiqfmimde

Analysis: Linking Laboratory Data to Human Factors and Inclusion of Persons with Disabilities in Diabetes Technology Research

Ann S. Williams
2011 Journal of Diabetes Science and Technology  
In this issue of Journal of Diabetes Science and Technology, Friedrichs and colleagues present a study of the injection force of four reusable insulin pens and another study of the dosing accuracy of three  ...  Data about these and other relevant human factors are needed to provide meaningful context for laboratory measurements of diabetes technologies.  ...  Furthermore, when human factors for specific technologies are not documented in the literature, these could be an important focus for research; and • Intentional recruitment of persons with disabilities  ... 
doi:10.1177/193229681100500524 pmid:22027316 pmcid:PMC3208879 fatcat:4gzu7a3rjjaibechby2nwzlazu

Factors Affecting Early Marriage in Bangladesh: An Analysis on BDHS, 2014 Data

Shanjida Chowdhury, Md. Mahfujur Rahman, Nurul Mohammad Zayed
2020 Journal of Humanities Arts and Social Science  
Therefore, the factors affecting the use of early marriage should be clearly understood in Bangladesh.  ...  And here, Logistic Regression has been used to analyze this data. This study applies Binary Logistic Regression to draw an appropriate conclusion about the factors distressing on early marriage.  ...  Journal of Humanities, Arts and Social Science Multivariate Analysis In multivariate context, binary logistic regression is adopted (0 = not early married & 1= early married) in given Table 3 .  ... 
doi:10.26855/jhass.2020.01.006 fatcat:ccgmp52bxnd25pvtkb7vqhd7fm

Experiences from Extreme Citizen Science: Using Smartphone-based Data Collection Tools with Low-literate People

Artemis Skarlatidou, Fabien Moustard, Michalis Vitos
2020 Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems  
In this paper we present our experiences and lessons learned from a set of 'extreme' citizen science initiatives in developing countries, where data collection applications are used to support low-literate  ...  Citizen science gets increasing recognition for its potential to democratize science and support environmental governance.  ...  ACKNOWLEDGEMENTS This research is supported by the ERC Advanced Grant project European Citizen Science: Analysis and Visualisation (Grant Agreement No 694767).  ... 
doi:10.1145/3334480.3375220 dblp:conf/chi/SkarlatidouMV20 fatcat:tp75uuskjbex5ky2rpbk7vhjiu

The role of human factor in incidence and severity of road crashes based on the CART and LR regression: a data mining approach

Alireza Pakgohar, Reza Sigari Tabrizi, Mohadeseh Khalili, Alireza Esmaeili
2011 Procedia Computer Science  
In this study, the traffic data are analyzed by Data Mining techniques such as Logistic Regression, Classification and Regression Trees.  ...  In this paper the impact of such factors were investigated using these techniques. It is hoped that the current research findings will help governments in better road designs and traffic management.  ...  In this study, we only focused on human factor variables.  ... 
doi:10.1016/j.procs.2010.12.126 fatcat:m2mx626qbbcankhw4wa3y6yj3e

3D Wavelet Analysis of Movement Acceleration Data in Agricultural Workers Using a Hoe

Shinji Kawakura, Department of Information Technology and Human Factors, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan, Ryosuke Shibasaki
2018 Journal of Advanced Agricultural Technologies  
These visual methods of analyzing digital data could be of practical use in providing important indicators concerning the improvement of the users' working movements and habits in outdoor fields.   ...  Our target field was situated in a common outdoor farm in Japan, and the target work was common tilling (cultivating) using a general hoe, i.e., one of the most common movements worldwide.  ...  ACKNOWLEDGEMENT Our appreciation goes to members of National Institute of Advanced Industrial Science and Technology, Mitsui Fudosan Co., Ltd., Kashiwa-shi, The University of Tokyo, Japan.  ... 
doi:10.18178/joaat.5.1.78-85 fatcat:7whoqmiktfajdni27vmevemk5u

Trend of animal bites and related ecological factors in Jahrom county during 2014-2018

DAVOOD ALIAN, mahdieh namayande, mohammad taghi ghaneian, mohammad hassan ehrampoosh, Farzan madadizadeh, Department of Human Ecology, School of Health, Shahid Sadoughi University of Medical Sciences and Health Services, Yazd, Iran, Biostatistics and epidemiology department,Health Faculty, Shahid Sadooghi University of Medical science, Yazd, Iran, Department of Human Ecology, Environmental Science and Technology Research Center, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran, Dept. of Environmental Health Engineering, Environmental Science and Technology Research Center, School of Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran, Center for healthcare Data modeling, Departments of biostatistics and Epidemiology, School of public health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
2020 Pars of Jahrom University of Medical Sciences  
The aim of this study was to determine the incidence of animal bites and related ecological factors in Jahrom County.  ...  The collected data were analyzed using chi-square test and Pearson correlation coefficient.  ...  ‫مرکز‬ ‫تحقیقات‬ ‫مدل‬ ‫سازی‬ ‫داده‬ ‫های‬ ‫سالمت،‬ ‫گروه‬ ‫آمار‬ ‫و‬ ‫اپیدمیولوژی،‬ ‫دانشکده‬ ‫بهداشت،‬ ‫دانشگاه‬ ‫علوم‬ ‫پزشکی‬ ‫شهید‬ ‫صدوقی‬ ‫یزد،‬ ‫یزد،‬ ‫ایران‬ ‫صدوقی‬ Pars Journal of Medical Sciences  ... 
doi:10.52547/jmj.18.4.5 fatcat:eyxxsij6jzb5rncckbxor7mysy

An Epidemiological Survey on Factors Related to Traffic Accidents in Yazd City, Center of Iran (2016-2018)

Mohammad Taghi Ghaneian, Azam Tarfiei, Mohammad Hasan Ehrampoush, Mohammad Hasan Lotfi, Mahdieh Namayandeh, Ali Reza Adamizadeh, Naeimeh Keyghobdy, Professor, Dept. of Human Ecology, Environmental Science and Technology Research Center, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran., MSc Student in Human Ecology, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran., Professor, Dept. of Human Ecology, Environmental Science and Technology Research Center, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran., Professor, Dept. of Biostatistics and Epidemiology, Health Faculty, Shahid Sadoughi University of Medical Science, Yazd, Iran, Associated Prof., Dept. of Biostatistics and Epidemiology, Center of Health Care Data Modeling, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran. (+2 others)
2021 Journal of Occupational Health and Epidemiology  
This study aimed to investigate the traffic accidents leading to injuries or deaths and its related factors in Yazd city, the center of Iran during 2016-2018.  ...  Independent sample t-test, chi-square, and logistic regression were used to analyze the data.  ...  This study is the result of a research dissertation approved by the Vice-Chancellor for Research and Technology of the Yazd University of Medical Sciences.  ... 
doi:10.52547/johe.10.4.231 fatcat:cdu4jytzgrgmnde64fgxq67u2i

Identification of Human Factors in Aviation Incidents Using a Data Stream Approach

Donghui Shi, Jozef Zurada, Jian Guan
2017 Proceedings of the 50th Hawaii International Conference on System Sciences (2017)   unpublished
This paper investigates the use of data streaming analytics to better predict the presence of human factors in aviation incidents with new incident reports.  ...  CSC is a suitable for unbalanced data in batch learning, but it is not best in Kappa statistic for data stream.  ...  However, they cannot predict the incident with human factor/non-human factor in real-time. We use two evaluation measures in the data stream setting.  ... 
doi:10.24251/hicss.2017.127 fatcat:aqtfsa57bng4fozxx6yjsngdiy

Factors Influencing Public Attention to Media Convergence: Evidence from the Big Data Analysis of Baidu Index

Xiangkai Qiu
2021 Advances in Social Science, Education and Humanities Research   unpublished
Its application in various fields has become extensive, and the analysis of its influencing factors has been highly valued by scholars.  ...  This paper aims to study the influencing factors of public attention by taking media convergence as an example.  ...  ~x4it is internet development level, per capita Advances in Social Science, Education and Humanities Research, volume 610 a 1 ~a4 is the influence coefficient of the four factors, c is constant term,  ... 
doi:10.2991/assehr.k.211215.072 fatcat:4lgbr2ta6fgihdkzzw2fc75xjy
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