標(biāo)題：LMANStat: A multi-layer academic network dataset derived from statistical publications
報(bào)告時(shí)間：2024年5月23日（星期四）15：00-16：00
報(bào)告地點(diǎn)：人民大街校區(qū)數(shù)學(xué)與統(tǒng)計(jì)學(xué)院415室
主講人：潘蕊
主辦單位：數(shù)學(xué)與統(tǒng)計(jì)學(xué)院
報(bào)告內(nèi)容簡(jiǎn)介：
The utilization of multi-layer network structures now enables the explanation of complex systems in nature from multiple perspectives. Multi-layer academic networks capture diverse relationships among academic entities, facilitating the study of academic development and the prediction of future directions. However, there are currently few academic network datasets that simultaneously consider multi-layer academic networks; often, they only include a single layer. In this study, we provide a large-scale multi-layer academic network dataset, namely, LMANStat, which includes collaboration, co-institution, citation, co-citation, journal citation, author citation, author-paper and keyword co-occurrence networks. Furthermore, each layer of the multi-layer academic network is dynamic. Additionally, we expand the attributes of nodes, such as authors' research interests, productivity, region and institution. Supported by this dataset, it is possible to study the development and evolution of statistical disciplines from multiple perspectives. This dataset also provides fertile ground for studying complex systems with multi-layer structures.
主講人簡(jiǎn)介：
潘蕊，中央財(cái)經(jīng)大學(xué)統(tǒng)計(jì)與數(shù)學(xué)學(xué)院教授、博士生導(dǎo)師，中央財(cái)經(jīng)大學(xué)龍馬學(xué)者青年學(xué)者。主要研究領(lǐng)域?yàn)榫W(wǎng)絡(luò)結(jié)構(gòu)數(shù)據(jù)的統(tǒng)計(jì)建模、時(shí)空數(shù)據(jù)的統(tǒng)計(jì)分析等。在A(yíng)nnals of Statistics、Journal of the American Statistical Association、Journal of Business & Economic Statistics等期刊發(fā)表論文30余篇。著有中文專(zhuān)著《數(shù)據(jù)思維實(shí)踐》、《網(wǎng)絡(luò)結(jié)構(gòu)數(shù)據(jù)分析與應(yīng)用》。主持國(guó)家自然科學(xué)基金項(xiàng)目。具有豐富的案例創(chuàng)作和授課經(jīng)驗(yàn)，曾獲得中央財(cái)經(jīng)大學(xué)青年教師教學(xué)基本功比賽二等獎(jiǎng)，首屆中國(guó)高校財(cái)經(jīng)慕課聯(lián)盟“同課異構(gòu)”課程思政教學(xué)競(jìng)賽一等獎(jiǎng)。
