cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00104.00092
title: Cross-Context News Corpus for Protest Event-Related Knowledge Base Construction
title: Cross-Context News Corpus for Protest Event-Related Knowledge Base Construction

description: We describe a gold standard corpus of protest events that comprise various local and international Englishlanguage sources from various countries. The corpus contains document-, sentence-, and token-levelannotations. This corpus facilitates creating machine learning models that automatically classify news articlesand extract protest event-related information, constructing knowledge bases that enable comparative socialand political science studies. For each news source, the annotation starts with random samples of newsarticles and continues with samples drawn using active learning. Each batch of samples is annotated by twosocial and political scientists, adjudicated by an annotation supervisor, and improved by identifyingannotation errors semi-automatically. We found that the corpus possesses the variety and quality that arenecessary to develop and benchmark text classification and event extraction systems in a cross-contextsetting, contributing to the generalizability and robustness of automated text processing systems. This corpusand the reported results will establish a common foundation in automated protest event collection studies,which is currently lacking in the literature.
description: We describe a gold standard corpus of protest events that comprise various local and international Englishlanguage sources from various countries. The corpus contains document-, sentence-, and token-levelannotations. This corpus facilitates creating machine learning models that automatically classify news articlesand extract protest event-related information, constructing knowledge bases that enable comparative socialand political science studies. For each news source, the annotation starts with random samples of newsarticles and continues with samples drawn using active learning. Each batch of samples is annotated by twosocial and political scientists, adjudicated by an annotation supervisor, and improved by identifyingannotation errors semi-automatically. We found that the corpus possesses the variety and quality that arenecessary to develop and benchmark text classification and event extraction systems in a cross-contextsetting, contributing to the generalizability and robustness of automated text processing systems. This corpusand the reported results will establish a common foundation in automated protest event collection studies,which is currently lacking in the literature.
DOI: 10.57760/sciencedb.j00112.00012
title: STUDY ON ECOLOGICAL RESTORATION TECHNOLOGY OF MACROALGAE BASED ON ZYGOTE ADHESION FUNCTION
title: 基于孢子粘附功能的大型海藻生态修复技术研究

description: algin[(C6H7O6Na)n] was a better adhesive. Higher viscosity and higher volume guaranteed better protection against current and dilution, which helps to better attachment of zygote.
description: algin[(C6H7O6Na)n] was a better adhesive. Higher viscosity and higher volume guaranteed better protection against current and dilution, which helps to better attachment of zygote.
DOI: 10.57760/sciencedb.j00128.00011
title: Look up at the starry sky, stand on solid ground——Thoughts and Practice on exerting the initiative of young editors in the construction of Periodicals
title: 仰望星空 脚踏实地 —期刊建设中青年编辑能动性发挥的思考与实践

description: The current situation and our tasks.Orientation and practice of Young Editors.Facing the future, initiative innovation.
description: The current situation and our tasks.Orientation and practice of Young Editors.Facing the future, initiative innovation.
DOI: 10.57760/sciencedb.j00128.00012
title: Introduction to the development method of "Overview of key items of Chinese Core Journals"
title: 《中文核心期刊要目总览》研制方法介绍

description: It provides a reference basis for different types and levels of libraries to collect and collect Chinese journals;It provides a reference basis for readers of different majors and levels to choose to read Chinese journals.
description: It provides a reference basis for different types and levels of libraries to collect and collect Chinese journals;It provides a reference basis for readers of different majors and levels to choose to read Chinese journals.
DOI: 10.57760/sciencedb.j00104.00067
title: A Generic Workflow for the Data FAIRification Process
title: A Generic Workflow for the Data FAIRification Process

description: The FAIR guiding principles aim to enhance the Findability, Accessibility, Interoperability and Reusability of digital resources such as data, for both humans and machines. The process of making data FAIR (“FAIRification”) can be described in multiple steps. Figure 1 shows a generic step-by-step workflow for the process of making data FAIR (“FAIRification”). The workflow is divided into three “phases”: Pre-FAIRification, FAIRification, and Post-FAIRification (dark grey boxes) that are further specified by “steps” indicating typical aspects of practical FAIRification (light grey boxes): 1) identify FAIRification objective, 2) analyze data, 3) analyze metadata, 4a) define semantic data model, 4b) define semantic metadata model, 5a) make data linkable, 5b) make metadata linkable, 6) host FAIR data, and 7) assess FAIR data. The order is not strict and can be iterative.
description: The FAIR guiding principles aim to enhance the Findability, Accessibility, Interoperability and Reusability of digital resources such as data, for both humans and machines. The process of making data FAIR (“FAIRification”) can be described in multiple steps. Figure 1 shows a generic step-by-step workflow for the process of making data FAIR (“FAIRification”). The workflow is divided into three “phases”: Pre-FAIRification, FAIRification, and Post-FAIRification (dark grey boxes) that are further specified by “steps” indicating typical aspects of practical FAIRification (light grey boxes): 1) identify FAIRification objective, 2) analyze data, 3) analyze metadata, 4a) define semantic data model, 4b) define semantic metadata model, 5a) make data linkable, 5b) make metadata linkable, 6) host FAIR data, and 7) assess FAIR data. The order is not strict and can be iterative.
DOI: 10.57760/sciencedb.j00112.00015
title: Ctenopharyngodon idellus headkidney comparative transcriptome
title: 草鱼头肾比较转录组

description: When the grass carp (Ctenopharyngodon idellus) was exposed to the toxin and was dying, the headkidney of the control group and the treatment group with bleeding symptoms were collected, and 8 tissue samples were taken from each group, they were then placed at 80 °C. Total RNA was extracted from the head and kidney tissues of the control group and the challenge group respectively. Eight RNA samples from each group were equally mixed to construct four repeated miRNA sequencing libraries, the Small RNA sequencing library was prepared using TruSeq Small RNA Sample Prep Kits (Illumina, USA) , and then the constructed library was sequenced using Illumina HISEQ2000/2500 with a single reading length of 1X50bp.
description: When the grass carp (Ctenopharyngodon idellus) was exposed to the toxin and was dying, the headkidney of the control group and the treatment group with bleeding symptoms were collected, and 8 tissue samples were taken from each group, they were then placed at 80 °C. Total RNA was extracted from the head and kidney tissues of the control group and the challenge group respectively. Eight RNA samples from each group were equally mixed to construct four repeated miRNA sequencing libraries, the Small RNA sequencing library was prepared using TruSeq Small RNA Sample Prep Kits (Illumina, USA) , and then the constructed library was sequenced using Illumina HISEQ2000/2500 with a single reading length of 1X50bp.
DOI: 10.57760/sciencedb.j00112.00017
title: Experimental data and processing
title: 试验数据及其处理

description: 数据包括测试过程的图片和视频。实验视频处理、定位点提取、尾部摆动角度和频率的计算过程、研究结果的分析过程、结果显示图表和表格等。
description: 数据包括测试过程的图片和视频。实验视频处理、定位点提取、尾部摆动角度和频率的计算过程、研究结果的分析过程、结果显示图表和表格等。
DOI: 10.57760/sciencedb.j00112.00019
title: Relevant sequence information downloaded from GenBank in this study
title: 本研究下载自GenBank的相关序列信息

description: In this paper, species, strains and accession numbers are used to construct phylogenetic trees.
description: In this paper, species, strains andnbsp;accession numbers are used to construct phylogenetic trees.
DOI: 10.57760/sciencedb.j00113.00019
title: New experimental measurement of natSe(n, g) cross section between 1 eV to 1 keV at the CSNS Back-n facility
title: New experimental measurement of natSe(n, g) cross section between 1 eV to 1 keV at the CSNS Back-n facility

description: The data related to the article "New experimental measurement of natSe(n, γ) cross sections between 1 eV to 1 keV at the CSNS Back-n facility" published in the journal Chinese Physics B. 74Se is one of 35 p-nuclei, and 82Se is a r-only nucleus, and their (n,γ) cross section are vital input parameters for nuclear astrophysics reaction network calculations. The neutron capture cross section in the resonance range of isotopes and even natural selenium samples has not been measured. Prompt γ-rays originating from neutron-induced capture events were detected by four C6D6 liquid scintillator detectors at the Back-n facility of China spallation neutron source (CSNS). The pulse height weighting technique (PHWT) was used to analyze the data in the 1 eV to 100 keV region. The deduced neutron capture cross section was compared with ENDF/B-VIII.0, JEFF-3.2, and JENDL-4.0, and some differences were found. Resonance parameters were extracted by the R-Matrix code SAMMY in the 1 eV - 1 keV region. It contains 2 text files, which are described below：1) natSe_CS_data.txt: The experimental data of natSe(n, γ) cross sections between 1eV and 100 keV.2) R_matrix_par.txt: resonance parameters of natSe extracted by R-matrix from experimental data.
description: The data related to the article "New experimental measurement of natSe(n, γ) cross sections between 1 eV to 1 keV at the CSNS Back-n facility" published in the journal Chinese Physics B. 74Se is one of 35 p-nuclei, and 82Se is a r-only nucleus, and their (n,γ) cross section are vital input parameters for nuclear astrophysics reaction network calculations. The neutron capture cross section in the resonance range of isotopes and even natural selenium samples has not been measured. Prompt γ-rays originating from neutron-induced capture events were detected by four C6D6 liquid scintillator detectors at the Back-n facility of China spallation neutron source (CSNS). The pulse height weighting technique (PHWT) was used to analyze the data in the 1 eV to 100 keV region. The deduced neutron capture cross section was compared with ENDF/B-VIII.0, JEFF-3.2, and JENDL-4.0, and some differences were found. Resonance parameters were extracted by the R-Matrix code SAMMY in the 1 eV - 1 keV region. It contains 2 text files, which are described below：1) natSe_CS_data.txt: The experimental data of natSe(n, γ) cross sections between 1eV and 100 keV.2) R_matrix_par.txt: resonance parameters of natSe extracted by R-matrix from experimental data.
DOI: 10.57760/sciencedb.j00115.00001
title: Reprocessing data of sea level anomaly of aviso altimeter from 1993 to 2019
title: aviso高度计1993-2019年海表面高度异常再处理数据

description: Download the sea level anomaly data from aviso website from January 1, 1993 to December 31, 2019, and divide it into training set, verification set and test set. Each data set contains several sub data sets with different time series lengths. Each sub data set is the daily sea level anomaly data, and the file format is .npz, The format file is read using Python's numpy package.
description: Download the sea level anomaly data from aviso website from January 1, 1993 to December 31, 2019, and divide it into training set, verification set and test set. Each data set contains several sub data sets with different time series lengths. Each sub data set is the daily sea level anomaly data, and the file format is .npz, The format file is read using Python's numpy package.
DOI: 10.57760/sciencedb.j00128.00009
title: XML Typesetting Technology Empowers Media Convergence Development of Academic Journals
title: XML排版技术赋能学术期刊媒体融合发展

description: This report is made by Zhao Jing at the 25th Annual Meeting of China University Science and Technology Journal Research Association. This report mainly discusses the significance and role of XML typesetting technology in the development of academic journals. This report discusses from the following three aspects: tool upgrading helps the transformation and upgrading of digital publishing, multi terminal publishing enables the integrated development of media, and technology drives the rapid development of science and technology periodical industry. By introducing the development of scientific and technological achievements in recent years, this paper discusses the significance of the development of new typesetting technology to the development of periodical media.
description: This report is made by Zhao Jing at the 25th Annual Meeting of China University Science and Technology Journal Research Association. This report mainly discusses the significance and role of XML typesetting technology in the development of academic journals. This report discusses from the following three aspects: tool upgrading helps the transformation and upgrading of digital publishing, multi terminal publishing enables the integrated development of media, and technology drives the rapid development of science and technology periodical industry. By introducing the development of scientific and technological achievements in recent years, this paper discusses the significance of the development of new typesetting technology to the development of periodical media.
DOI: 10.57760/sciencedb.j00133.00008
title: 实验处理所用 Python代码
title: 实验处理所用 Python代码

description: 使用Python脚本下载全部对应的图片
description: 使用Python脚本下载全部对应的图片
DOI: 10.57760/sciencedb.j00104.00048
title: Constructing a Scene-Based Knowledge System for E-Commerce Industries: Business Analysis and Challenges
title: Constructing a Scene-Based Knowledge System for E-Commerce Industries: Business Analysis and Challenges

description: Online marketers make efforts to sell more products to their customers to increase turnover. One way to sell more products is to ensure that products belonging to the same scene are offered together. As such, it is beneficial to categorize products into different groups and tag them to particular, defined scenes. The mechanism of building relationships between products and scenes is called “scene-based knowledge system construction”. The construction of a scene-based knowledge system is usually based on business operators’ expert knowledge and past experiences, which often causes product categorization to be inaccurate. Hence, in this paper, we discuss the importance and necessity of constructing a scene-based knowledge system, analyze it from a business perspective, and discuss its challenges.Figure 1 shows a motivating example.
description: Online marketers make efforts to sell more products to their customers to increase turnover. One way to sell more products is to ensure that products belonging to the same scene are offered together. As such, it is beneficial to categorize products into different groups and tag them to particular, defined scenes. The mechanism of building relationships between products and scenes is called “scene-based knowledge system construction”. The construction of a scene-based knowledge system is usually based on business operators’ expert knowledge and past experiences, which often causes product categorization to be inaccurate. Hence, in this paper, we discuss the importance and necessity of constructing a scene-based knowledge system, analyze it from a business perspective, and discuss its challenges.Figure 1 shows a motivating example.
DOI: 10.57760/sciencedb.j00104.00090
title: A dataset on STEM performance and reading practices among secondary school students in Vietnam
title: A dataset on STEM performance and reading practices among secondary school students in Vietnam

description: The dataset records 4,966 responses of secondary school students from a school-based data collection in Vietnam. The dataset comprises of five major categories: 1) students’ personal information (including STEM performance), 2) family-related information, 3) book reading preferences, 4) book reading frequency/habits, and 5) classroom activities.
description: The dataset records 4,966 responses of secondary school students from a school-based data collection in Vietnam. The dataset comprises of five major categories: 1) students’ personal information (including STEM performance), 2) family-related information, 3) book reading preferences, 4) book reading frequency/habits, and 5) classroom activities.
DOI: 10.57760/sciencedb.j00112.00007
title: Fish Diversity in Chongqing Section of the National Nature Reserve for Rare and Endemic Fish in the Upper Yangtze River in 2021
title: 2021年长江上游珍稀特有鱼类国家级自然保护区重庆段鱼类多样性

description: In March 2021, the fish diversity in Chongqing section of the National Nature Reserve for rare and endemic fish in the upper reaches of the Yangtze River was detected. The diversity composition of fish was detected by environmental DNA macro bar code standardized analysis processes such as water sample collection, Edna capture and extraction, PCR amplification and sequencing and database comparative analysis. The results showed that a total of 74 species of fish (excluding 3 genera not identified at the species level) were detected at 6 sampling points in Chongqing section of the reserve, belonging to 6 orders, 16 families and 52 genera, including 2 species of national protected fish, 10 species of endemic fish in the upper reaches of the Yangtze River, 1 species of key protected fish in Chongqing and 8 species of alien species. Cyprinus, Carassius, Ctenopharyngodon and tachysurus were detected as dominant species at each sampling point. There is little difference between alpha and beta diversity indexes of fish composition at various points, indicating that the ecological structure of fish in the reserve is relatively balanced and stable.
description: In March 2021, the fish diversity in Chongqing section of the National Nature Reserve for rare and endemic fish in the upper reaches of the Yangtze River was detected. The diversity composition of fish was detected by environmental DNA macro bar code standardized analysis processes such as water sample collection, Edna capture and extraction, PCR amplification and sequencing and database comparative analysis. The results showed that a total of 74 species of fish (excluding 3 genera not identified at the species level) were detected at 6 sampling points in Chongqing section of the reserve, belonging to 6 orders, 16 families and 52 genera, including 2 species of national protected fish, 10 species of endemic fish in the upper reaches of the Yangtze River, 1 species of key protected fish in Chongqing and 8 species of alien species. Cyprinus, Carassius, Ctenopharyngodon and tachysurus were detected as dominant species at each sampling point. There is little difference between alpha and beta diversity indexes of fish composition at various points, indicating that the ecological structure of fish in the reserve is relatively balanced and stable.
DOI: 10.57760/sciencedb.j00112.00011
title: Studies on the prey selection of Odontobutis potamophila
title: 沙塘鳢对饵料生物选择性研究

description: Three studies: the prey species selection of O. potamophila under the prey of eight species, the prey size selection of O. potamophila under the prey of three sizes, and different size selection in the growth stage of O. potamophila was studied
description: Three studies: the prey species selection of O. potamophila under the prey of eight species, the prey size selection of O. potamophila under the prey of three sizes, and different size selection in the growth stage of O. potamophila was studied
DOI: 10.57760/sciencedb.j00112.00016
title: Fish Community Structure and its relationship with environmental factors in the Juma River
title: 拒马河鱼类群落结构特征及与环境因子的关系

description: It is a collection of raw data, chart data, computational data and maps of the structural characteristics of the Juma River fish community and its relationship with environmental factors.
description: It is a collection of raw data, chart data, computational data and maps of the structural characteristics of the Juma River fish community and its relationship with environmental factors.
DOI: 10.57760/sciencedb.j00128.00006
title: The Specialization Transformation of University Journals and the Creation of Brand Journals
title: 高校学报专业化转型及品牌期刊打造

description: This report is made by Zhang Lingzhi at the 25th annual meeting of China University Science and Technology Journal Research Association. This report mainly puts forward ideas and specific methods for the further development of the professional transformation of university journals. This report discusses the construction of characteristic columns, the organization of special columns of discipline experts, the construction of digital communication platform, the construction of academic integrity guarantee system and so on.
description: This report is made by Zhang Lingzhi at the 25th annual meeting of China University Science and Technology Journal Research Association. This report mainly puts forward ideas and specific methods for the further development of the professional transformation of university journals. This report discusses the construction of characteristic columns, the organization of special columns of discipline experts, the construction of digital communication platform, the construction of academic integrity guarantee system and so on.
DOI: 10.57760/sciencedb.j00128.00007
title: Research on the innovative development mode of agricultural sci-tech periodicals cluster under the background of media convergence publishing
title: 媒体融合出版背景下农业科技期刊集群化创新发展模式探究

description: Content preview:1. Current status of domestic agricultural journals2. The trend of journal cluster development3. The establishment, operation and existing problems of China Agricultural Journal Network4. Enlightenment from the clustering and integration development of agricultural journal in China
description: Content preview:1. Current status of domestic agricultural journals2. The trend of journal cluster development3. The establishment, operation and existing problems of China Agricultural Journal Network4. Enlightenment from the clustering and integration development of agricultural journal in China
DOI: 10.57760/sciencedb.j00104.00084
title: Data Management Planning: How Requirements and Solutions are Beginning to Converge
title: Data Management Planning: How Requirements and Solutions are Beginning to Converge

description: Effective stewardship of data is a critical precursor to making data FAIR. The goal of this paper is to bring an overview of current state of the art of data management and data stewardship planning solutions (DMP). Table 1 presents a summary of main services of DMP tools.
description: Effective stewardship of data is a critical precursor to making data FAIR. The goal of this paper is to bring an overview of current state of the art of data management and data stewardship planning solutions (DMP). Table 1 presents a summary of main services of DMP tools.