cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/2mgxwz
title: Two Level Privacy Preserving Model for Association Rule Mining in Cloud Using Deep-SVM Method

description: Abstract
Background/ Objectives: It is becoming more common for data owners to outsource data mining tasks and storage to cloud service providers as a result of the rising costs of maintaining IT infrastructures for large-scale data mining. This trend, however, also raises security concerns about unauthorized breaches of data confidentiality and outcome integrity. Methods: This research considers this scenario in which cloud user can encrypt their data and store it to cloud environment. In order to perform mining operation, the user needs to outsource the task to cloud servers. Then, the cloud server performs the mining task on the encrypted data and share the encrypted association rule to the cloud user. Yet, existing single cloud server systems have privacy leakage issues since their work focuses on either database privacy or item privacy. To remedy this gap in the literature, this study maintains both database privacy and item privacy during the frequent itemset mining process. For item privacy, it first describes a universal safe multiplication protocol with a single cloud server. We build the inner product rules, comparison rules, frequent itemset protocol, and final association rule mining process that is secure against privacy leaking on top of this multiplication protocol. During this Association Rule Mining (ARM) operation, it provides two level of protection to data privacy. This model is designed with distributed Elgamal cryptosystem and sub-protocols for item and database privacy along with Deep learning-based Support Vector Machine (SVM) for secure rule generation. Findings: The proposed method is named as two-level privacy preserving method association with Deep SVM model (2-level:D-SVM), provides guaranteed solutions to the confidentiality of the outsourced cloud data and minimizes the user interaction during association rule mining task. Here, data on breast cancer and heart disease are used, and the effectiveness of the proposed model is demonstrated by comparison to existing models. According to the study, at 25000 transactions, the proposed 2-level:D-SVM model stands for 52% and 50% more efficient than Parallel Processing (PP) and Privacy-preserving Collaborative Model Learning (PCML) techniques in terms of computing cost. Additionally, the proposed model performs 34%, 22%, 6%, and 4% better in terms of execution time than the PP, Apriori, Eclat, and FP-growth techniques, respectively. Novelty: The proposed method is built on a set of well-constructed 2-level secure computation techniques that not only maintains confidentiality of data and query confidentiality, but additionally allows the data owner to operate offline throughout data mining. When compared with previous attempts, this technique provides a higher degree of privacy, in addition, lowers the computation cost for data owners.

Keywords: Association Rule mining, Cloud, Data mining as a service, Deep learning, SVM
DOI: 10.7910/dvn/rlg0op
title: Datos agregados dotación, remuneración y longevidad de 112 servicios del Ministerio de Salud de Chile

description: Datos agregados de dotación de personal en 112 servicios del Ministerio de Salud de Chile. Las variables contenidas en el conjunto de datos son: 
Servicios, ID_servicio, Dotacion (número de empleados por año), longevidadMaxServicio (la antigüedad máxima entre los empleados del servicio), RQ1( cuantil 0.25 en la distribución de remuneraciones), RQ3 (cuantil 0.75 en la distribución de remuneraciones), LQ3 (cuantil 0.75 de la distribución de longevidad), year, RQ2_miles (cuantil 0.5 o mediana expresada en miles de pesos de la distribución de remuneraciones), Longevidad_escalada (longevidad promedio/longevidad máxima del servicio, Remuneracion_promedio, Longevidad_promedio, RQ2 (mediana de la distribución de remuneraciones), RSD (desviación estándar de la distribución de remuneraciones), LQ1 (cuantil 0.25 de la distribución de longevidad), LQ2 (cuantil 0.5 o mediana de la distribución de longevidad ), LSD ( (desviación estándar de la distribución de longevidad).
El conjunto de datos comprende 11 años (2010 - 2020)
DOI: 10.7910/dvn/4rkdcx
title: A85_41a.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3a548107-be80-9dc9-b752-128125e8c41f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3a548107-be80-9dc9-b752-128125e8c41f
DOI: 10.7910/dvn/feagpz
title: Precedence of Work Environment Factors Influencing Employee Performance: A RIDIT Approach

description: Abstract
Objectives: The aim of this study is to analyze the impact of work environment on employee performance and to establish the ranks and prioritize the items related to work environment (WE) in order to maximize employee performance.

Methods: Descriptive methodology was used for the study. Association between work environment and employee performance was identified by using correlation analysis. Means of the items of WE were obtained and ranks were provided to the various factors of work environment using RIDIT analysis.

Findings/application: The review founds the need to connect work environment with the performance of workers. The managers need to study the rankings provided to the various factors of the work environment and derive the policies or make amendments as and where needed, according to the priority of the factors. This will enhance the overall performance of the employee of the organization as suggested in the study. The uniqueness of this study is, prioritizing the items of work environment with respect to employee performance by using RIDIT analysis. Hence, firms can concentrate and give utmost importance for those items to maximize workers’ efficiency and hence organization performance.

Keywords: Workplace Environment, Employee Performance, Prioritizing, RIDIT Approach
DOI: 10.7910/dvn/ubkn7e
title: Replication Data for: Allies of the Weak: La Résistance and Jews in the Holocaust

description: Do insurgents help or hinder survival of the targets of genocide? In the case of the Holocaust, many resistance movements across occupied Europe have been typically accused of not having helped their fellow Jewish citizens escape from genocide. In addition, a common view in political science holds that insurgents’ presence attracts state violence against civilians. In contrast to this, I use multiple archival collections on WWI and WWII military personnel, Holocaust victims’ records, and testimonies of survivors and rescuers to show that insurgent presence in fact decreased local numbers of Holocaust victims. To ensure that the relationship is causal, I use an instrumental variable exploiting the exogenous number of WWI military deaths, which increased insurgent enlistment in WWII. Case studies of mechanisms reveal that individual insurgents helped the Jews mainly out of "moral" motivations, by using tactics they had developed to fight the incumbent. By zooming out of times of increased counterinsurgency and studying the specific needs of genocide targets, this article nuances existing literature and points to an overlooked source of variation in genocide survival.
description: <strong>APSR Data Editors' Note:</strong> APSR Data Editors have reviewed included documentation for completeness and have successfully reproduced all figures and tables in the article using the code and data included in this deposit. Data editors do not review results presented in appendices or supplementary materials.
DOI: 10.7910/dvn/fgatcy
title: Communicating Forecast Uncertainty (CoFU) Surveys and Data

description: In 2006 the research team of Julie Demuth, Jeff Lazo, and Rebecca Morss from the National Center for Atmospheric Research (NCAR), and Alan Stewart of The University of Georgia designed and implemented a survey of the general public of the United States to explore a range of issues related to the communication, use, understanding, and value of weather forecasts. In 2022, with support provided by the Policy Program of the American Meteorological Society (AMS) we reimplemented essentially the same survey. To the maximum extent possible the exact same survey instrument, implementation methods, and target population were replicated. Five additional topics were included at the end of the instrument to begin to assess these related concepts (cultural risk theory, numeracy, perceived vulnerability, political preferences, and risk preferences). This project includes the survey instruments and dataset from the 2006 and 2022 implementations
description: Note that in the implementation of CoFU2 (the 2022 survey) an error occurred that led to the middle response option ("3") missing in the two of the Weather Saliency questions Q8 and Q9. Respondents were only offered the 1, 2, 4, and 5, response options. A frequency count for these variables will show this error.
DOI: 10.7910/dvn/4xzmhy
title: Replication data for: The Dynamics of Large Inflation Surges

description: This package contains all replication materials for the results presented in Andres Blanco, Pablo Ottonello, and Tereza Ranosova (2024). The replication folder is divided into 5 sub-folders. The sub-folder “../replication/do_files” has all the do files to be run in STATA. The sub-folder “../replication/input” contains all the raw data and the sources. We do not provide Consensus Data since it is proprietary. The sub-folder “../replication/output” has all the statistical and regression analysis output files. The sub-folder “../replication/results” has all the results (i.e., figures and tables) in the paper. Finally, the sub-folder “../replication/temp” has all STATA's temporal and log files. Additionally, we provide an excel file “Sources_data_description.xlsx” with details about the sources and coverage of macroeconomic variables in the pane.
description: Volume XX, Issue X
DOI: 10.21233/cec9-f287
title: McBride Lake ostracode surface sample dataset

description: Raw data for the McBride Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/2lht5u
title: Replication Data for: How Does Community Policing Affect Police Attitudes? An Experimental Test and a Theory of Bureaucrat-Citizen Contact

description: Replication Data for: How Does Community Policing Affect Police Attitudes? An Experimental Test and a Theory of Bureaucrat-Citizen Contact.
DOI: 10.21233/yktz-5q37
title: Barbarina Tumsa pollen dataset

description: Raw data for the Barbarina Tumsa pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/2lbrlk
title: Beoynd Bias Mystery Client Data

description: Mystery client debrief surveys were conducted with enumerators who played the role of mystery clients who visited facilities enrolled in the Beyond Bias study.
DOI: 10.7910/dvn/g6c9ug
title: Replication Data for: Learning Assistant (LA) supported undergraduate STEM courses exhibit more student-centered classroom structure compared to a large North American sample

description: The COPUS observation protocol was developed to measure student and instructor behaviors within STEM classrooms. Observers mark the presence of a behavior occurring during every 2-minute interval and observers often observe for an entire class session. COPUS consists of 13 coded student behaviors and 12 coded instructor behaviors, which are often collapsed into more general categories. The presence of LAs in the classroom necessitated that we modify these original COPUS coded behaviors so that we could differentiate between LAs, instructors, and students. We therefore added 12 LAs codes that closely resembled common instructor (presenting, guiding, administrative, and other) or student (receiving) behaviors.

LA-supported STEM courses in this dataset were originally sampled to support various sub-questions on a broader project which approved by the institutional review boards at three institutions (UCD IRB 14-0028; NDSU IRB SM151257; FIU IRB 15-0175). Instructors, students, and Learning Assistants received information about the study from the project and were able to opt out of the research through and “opt-out” form. All COPUS data have been de-identified to remove identifiers related to institution, course, and instructor.
DOI: 10.7910/dvn/tm694o
title: Replication Data for: What do Germans of Russian and Turkish migration background think about sanctions against Russia?

description: The Russian invasion of Ukraine has significant implications not only for foreign, defence, economic and energy policies of European democracies, but also for their societal cohesion. While the debates about sanctions against Russia are mainly structured along partisan lines, with supporters of far-left and far-right parties tending to be against harsh responses, we argue that also a specific migrant background and an ethnic identity matter for the position on this highly salient and polarizing issue. Using original survey data from Germany, we find that respondents with Russian or Turkish ethnic background are less in favour of sanctions against Russia. This finding remains robust when considering respondents’ party preferences, education level, age, religious affiliation, and their region of residence, whether in Western or Eastern Germany. The results suggest that Russia’s war against Ukraine is likely to create tensions not only between individuals with different ideological orientations but can also result in conflicts between citizens with and without a Russian or Turkish migrant background or identity.
DOI: 10.7910/dvn/31bttm
title: Replication Data for: War-Related Victimization and Social Distance Toward Others: Evidence Following Russia’s 2022 Invasion of Ukraine

description: Replication instructions in STATA for article in Cooperation & Conflict
DOI: 10.21233/2yzk-z331
title: Jeep Lake ostracode surface sample dataset

description: Raw data for the Jeep Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/jmvwzi
title: Replication Data for: It Comes with the Territory: Why States Negotiate with Ethno-Political Organizations

description: Given that minority ethno-political organizations are generally weaker than states yet seek to change their policies or remove the ruling regime from power, why would negotiation occur? States prefer to ignore or repress such organizations, which typically have little to offer in return amidst negotiations that can legitimize them while delegitimizing the state. When a challenging organization establishes governing structures and controls movement in part of a state's territory, however, it can easily inflict significant economic and political costs on the state while also possessing a valuable asset to exchange for concessions. An organization with territorial control cannot be ignored, while the state will have a strong incentive to negotiate before the state loses more face, the group gains more legitimacy, neighboring states are more likely to invade, and the international community is more likely to formally recognize any facts on the ground as a new status quo. Our analysis of 118 organizations in the Middle East and North Africa from 1980–2004 reveals that territorial control is the most important determinant of intrastate negotiation. In regards to existing scholarship, this suggests that a certain type of successful violence works—not all violence and not only nonviolence—while certain types of strong organizations—those that control territory—are more likely to reach negotiations with the state than weak ones.
DOI: 10.7910/dvn/2ipb3i
title: Replication Data for: Elections with candidate filtering and two mechanisms of demobilization effect: The prologue to Hong Kong’s authoritarian turn

description: Abstract: Previous studies of electoral authoritarianism identified that manipulations demobilize opposition supporters. Yet, less is known about whether radicals are more prone to abstention than moderates in manipulated elections. To answer this question, we disentangle two mechanisms of demobilization effect—the efficacy mechanism and the electoral supply mechanism—that have different expectations on the turnout rate of radicals and moderates. Our research leverages the disqualification controversy in Hong Kong in 2016, after which radical candidates who advocate self-determination or independence were filtered out from the electoral market. Using both aggregate-level and individual-level data, our analysis shows that a substantive demobilization effect exists. Crucially, we find that radicals and moderates are demobilized to a similar extent, and the decreases in perceived electoral fairness and importance of voting are similar between the two factions. These findings suggest that the efficacy mechanism is a more plausible explanation of the demobilization effect. Overall, this study extends our understanding of voting behavior and political attitude of opposition supporters in face of autocratization.
DOI: 10.7910/dvn/kmqdwa
title: Leptin Induces Hypertension Acting on Transient Receptor Potential Melastatin 7 Channel in the Carotid Body

description: Data set of Ad-LepR or Ad-Con treated db/db mice
DOI: 10.7910/dvn/321h1x
title: Replication Data for: Party Behavior and the Gender Voting Gap

description: Replication files for all figures and tables in the main paper and appendix
DOI: 10.7910/dvn/fdfph4
title: Replication Data for: New Socialist Men (and Women)? Communist Industrial Workplace and Political Engagement in China

description: Many communist regimes have presided over episodes of rapid industrial development, often coupled by the establishment of a planned economic system wherein the state replaces the market as the primary provider of essential resources and services. We argue that life experience under a communist-style industrial workplace fosters a distinct and enduring set of norms and habits that shape how citizens engage with political authorities. Leveraging exogenous variations created by China’s Third Front (TF) campaign, a massive industrial relocation project that moved large-scale industrial-administrative complexes into rural and interior areas between the 1960s-1970s, we show that residents from former TF areas today are more active in contacting the government about personal and community affairs, and hold stronger preferences for state-sponsored participation channels over more contentious ones. Additional analyses suggest that these behavioral patterns are less a strategic response to current local conditions than a result of early socialization. These findings highlight important subnational variations in national communist experiences and underscore the persistent influence of early communist institutions on citizen-government interactions in late communist societies.
DOI: 10.7910/dvn/rqjjm0
title: Client and provider experiences of DMPA-SC self-injection introduction in select sub-cities in Addis Ababa, Ethiopia

description: In support of the Ethiopian Ministry of Health’s pilot introduction of the self-injectable contraceptive method, DMPA-SC SI, this study aimed to identify and address quality gaps in implementation of this method in public sector facilities in select sub-cities in Addis Ababa, Ethiopia. Specific objectives were to: (1) determine the competence of clients to self-inject DMPA-SC, (2) assess the experience of DMPA-SC self-injection users, and (3) document the experience of family planning providers delivering self-injectable contraceptives.
This dataset includes individual client-level data of all 419 family planning users who were initially screened by providers as potential study participants. Those included in analysis are those who consented to participate, were eligible for the study and completed self-injection training (n=400). Enrollment survey responses for these 400 participants are included in the dataset, along with their corresponding assessment of self-injection filled out through provider observation. These data are linked to participants’ follow-up survey responses and self-injection observation checklist at follow-up if they were eligible and completed these study components. Data were collected between August 2021-April 2022.
DOI: 10.7910/dvn/388ssk
title: The Evolution of Curatorial Diversity: a Cultural Analytics Methodology and Analysis of the Boletín Cultural y Bibliográfico

description: Data analysis used in paper investigates the curatorial diversity within the Boletín Cultural y Bibliográfico (BCB) utilizing network analysis methodologies, it delves into the dynamics of authorship and reviewing gender ratios over time, shedding light on the evolving landscape of cultural representation. Despite a relatively stable gender ratio among reviewers, a subtle shift towards reduced male author predominance is observed, suggesting a potential avenue for enhancing diversity in curation output.
DOI: 10.21233/t16z-pm59
title: Namseong-Ri ostracode surface sample dataset

description: Raw data for the Namseong-Ri ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/fhsybl
title: Replication code for: Real Effects of Centralized Markets: Evidence from Steel Futures

description: This file produces the figures and tables for the paper "Real Effects of Centralized Markets: Evidence from Steel Futures".
DOI: 10.7910/dvn/2lhngj
title: The Support for Gay Rights (SGR) Database

description: Support for gay rights has increased in the publics of many countries over recent decades, but the scholarship on the topic has been hindered by the limited available data on these trends in public opinion. The goal of the Support for Gay Rights (SGR) dataset is to overcome this problem. The SGR dataset is constructed by combining a comprehensive collection of survey data with a latent-variable model to provide annual time-series estimates of public support for gay rights across 118 countries and over as many as 51 years that are comparable across space and time. We anticipate that the SGR data will become a crucial source for cross-national, cross-regional, and longitudinal research that improves our understanding of the sources and consequences of public support for gay rights.
DOI: 10.21233/911e-z764
title: NLA06608-1735 water chemistry dataset

description: Raw data for the NLA06608-1735 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/4hplwt
title: Replication Data for: Overcoming Resource Competition Among Co-Ethnics: Elites, Endorsements, and Multiracial Support for Urban Distributive Policies

description: This STATA dataset and accompanying STATA do-file were used to create the tables and supplementary analysis for the article "Overcoming Resource Competition Among Co-Ethnics: Elites, Endorsements, and Multiracial Support for Urban Distributive Policies."