Vocabulary notebooks relates to a notebook kept by each individual student with the aim of learning and expanding new vocabularies.Such vocabulary learning approach has been advocated for many years,and its advantages...Vocabulary notebooks relates to a notebook kept by each individual student with the aim of learning and expanding new vocabularies.Such vocabulary learning approach has been advocated for many years,and its advantages have been proved by many language teaching professionals.展开更多
The present study is conducted by looking into students’ vocabulary notebooks.The subjects of the research are 44 sophomores from the Foreign Languages Department,Beijing Wuzi University. The vocabulary notebooks the...The present study is conducted by looking into students’ vocabulary notebooks.The subjects of the research are 44 sophomores from the Foreign Languages Department,Beijing Wuzi University. The vocabulary notebooks they have kept during an entire semester works as the data of the research. The absence of meaningful collocations enhancing the learning of a word in its fullest sense has been detected together with the lack of various sources choosing words to be listed and the failure of identifying the high frequency words.It provides a useful insight into individual learning style and the pedagogical implications are also highly appraised.The findings of the research might be pessimistic but it otherwise promises a field still worth working in.展开更多
Visualization is key for interpreting the rapid growth of gridded,spatio-temporal data sets in Earth system sciences.However,today's tools are often designed as standalone applications,insuffi-ciently integrated i...Visualization is key for interpreting the rapid growth of gridded,spatio-temporal data sets in Earth system sciences.However,today's tools are often designed as standalone applications,insuffi-ciently integrated into scientific workflows,and typically not designed for directly interacting with data.Here,we introduce"Lexcube for Jupyter",an open-source tool designed to facilitate the interactive visualization of 3D data cubes within Jupyter note-books.This integration aims to empower researchers to more effec-tively interpret complex datasets,e.g.during model development,data curation,or for model-data comparisons.Lexcube for Jupyter builds upon the established Lexcube.org architecture by Söchting et al.(2024),but is substantially advanced in order to make it part of a scientific Python workflow.Lexcube for Jupyter incluudes efi cient data handling strategies,such as chunked data access and caching,as well as the implementation of LZ4 compression to optimize performance during interactive sessions.Employing the described techniques,Lexcube for Jupyter significantly reduces data proces-sing and visualization times compared to existing tools,facilitating real-time data exploration.展开更多
This article is to explore the micro-political situation behind interpretations of Heidegger5s Black Notebooks in the academic context.In order to show a whole and complete picture,this article first presents a detail...This article is to explore the micro-political situation behind interpretations of Heidegger5s Black Notebooks in the academic context.In order to show a whole and complete picture,this article first presents a detailed description of the publication information of the Black Notebooks and of the debates about anti-Semitism that arose after their publication in the West.Then we try to compare the interpretations of the Black Notebooks most prevalent in the West with those in Chinese academia,in order to delineate their different tendencies in interpretations.Finally,by comparison of distinctive tendencies from both sides,we find out that there are already academic micro-political attitudes guiding these varying interpretations of Heidegger's Black Notebooks.展开更多
Literate computing environments,such as the Jupyter(i.e.,Jupyter Notebooks,JupyterLab,and JupyterHub),have been widely used in scientific studies;they allow users to interactively develop scientific code,test algorith...Literate computing environments,such as the Jupyter(i.e.,Jupyter Notebooks,JupyterLab,and JupyterHub),have been widely used in scientific studies;they allow users to interactively develop scientific code,test algorithms,and describe the scientific narratives of the experiments in an integrated document.To scale up scientific analyses,many implemented Jupyter environment architectures encapsulate the whole Jupyter notebooks as reproducible units and autoscale them on dedicated remote infrastructures(e.g.,highperformance computing and cloud computing environments).The existing solutions are stl limited in many ways,e.g.,1)the workflow(or pipeline)is implicit in a notebook,and some steps can be generically used by different code and executed in parallel,but because of the tight cell structure,all steps in the Jupyter notebook have to be executed sequentially and lack of the flexibility of reusing the core code fragments,and 2)there are performance bottlenecks that need to improve the parallelism and scalability when handling extensive input data and complex computation.In this work,we focus on how to manage the workflow in a notebook seamlessly.We 1)encapsulate the reusable cells as RESTful services and containerize them as portal components,2)provide a composition tool for describing workflow logic of those reusable components,and 3)automate the execution on remote cloud infrastructure.Empirically,we validate the solution's usability via a use case from the Ecology and Earth Science domain,illustrating the processing of massive Light Detection and Ranging(LiDAR)data.The demonstration and analysis show that our method is feasible,but that it needs further improvement,especially on integrating distributed workflow scheduling,automatic deployment,and execution to develop as a mature approach.展开更多
主题语境:保护环境篇幅:283词建议用时:6分钟。1 In Pune,a city struggling with waste and educational inequality,one woman has found a way to address both challenges with a simple yet powerful idea.Pritu Chaudhary,founder...主题语境:保护环境篇幅:283词建议用时:6分钟。1 In Pune,a city struggling with waste and educational inequality,one woman has found a way to address both challenges with a simple yet powerful idea.Pritu Chaudhary,founder of the Little Leaf initiative,transforms waste paper into notebooks for children who cannot afford them.Her project combines environmental consciousness with educational support,offering a sustainable model of change.展开更多
文摘Vocabulary notebooks relates to a notebook kept by each individual student with the aim of learning and expanding new vocabularies.Such vocabulary learning approach has been advocated for many years,and its advantages have been proved by many language teaching professionals.
文摘The present study is conducted by looking into students’ vocabulary notebooks.The subjects of the research are 44 sophomores from the Foreign Languages Department,Beijing Wuzi University. The vocabulary notebooks they have kept during an entire semester works as the data of the research. The absence of meaningful collocations enhancing the learning of a word in its fullest sense has been detected together with the lack of various sources choosing words to be listed and the failure of identifying the high frequency words.It provides a useful insight into individual learning style and the pedagogical implications are also highly appraised.The findings of the research might be pessimistic but it otherwise promises a field still worth working in.
基金supported by the NFDl4Earth pilot projects of the German Science Foundation under the Grant[460036893]European Space Agency(ESA)via the Deep-ESDL project+1 种基金BELSPO via the HERMES Project under the Grant[SR/02/402]the Open Access Publishing Fund of Leipzig University.
文摘Visualization is key for interpreting the rapid growth of gridded,spatio-temporal data sets in Earth system sciences.However,today's tools are often designed as standalone applications,insuffi-ciently integrated into scientific workflows,and typically not designed for directly interacting with data.Here,we introduce"Lexcube for Jupyter",an open-source tool designed to facilitate the interactive visualization of 3D data cubes within Jupyter note-books.This integration aims to empower researchers to more effec-tively interpret complex datasets,e.g.during model development,data curation,or for model-data comparisons.Lexcube for Jupyter builds upon the established Lexcube.org architecture by Söchting et al.(2024),but is substantially advanced in order to make it part of a scientific Python workflow.Lexcube for Jupyter incluudes efi cient data handling strategies,such as chunked data access and caching,as well as the implementation of LZ4 compression to optimize performance during interactive sessions.Employing the described techniques,Lexcube for Jupyter significantly reduces data proces-sing and visualization times compared to existing tools,facilitating real-time data exploration.
文摘This article is to explore the micro-political situation behind interpretations of Heidegger5s Black Notebooks in the academic context.In order to show a whole and complete picture,this article first presents a detailed description of the publication information of the Black Notebooks and of the debates about anti-Semitism that arose after their publication in the West.Then we try to compare the interpretations of the Black Notebooks most prevalent in the West with those in Chinese academia,in order to delineate their different tendencies in interpretations.Finally,by comparison of distinctive tendencies from both sides,we find out that there are already academic micro-political attitudes guiding these varying interpretations of Heidegger's Black Notebooks.
基金partially funded by the European Union's Horizon 2020 research and innovation programme by the project CLARIFY under the Marie Sklodowska-Curie grant agreement No 860627by the ARTICONF project grant agreement No 825134+2 种基金by the ENVRI-FAIR project grant agreement No 824068by the BLUECLOUD project grant agreement No 862409by the LifeWatch ERIC.
文摘Literate computing environments,such as the Jupyter(i.e.,Jupyter Notebooks,JupyterLab,and JupyterHub),have been widely used in scientific studies;they allow users to interactively develop scientific code,test algorithms,and describe the scientific narratives of the experiments in an integrated document.To scale up scientific analyses,many implemented Jupyter environment architectures encapsulate the whole Jupyter notebooks as reproducible units and autoscale them on dedicated remote infrastructures(e.g.,highperformance computing and cloud computing environments).The existing solutions are stl limited in many ways,e.g.,1)the workflow(or pipeline)is implicit in a notebook,and some steps can be generically used by different code and executed in parallel,but because of the tight cell structure,all steps in the Jupyter notebook have to be executed sequentially and lack of the flexibility of reusing the core code fragments,and 2)there are performance bottlenecks that need to improve the parallelism and scalability when handling extensive input data and complex computation.In this work,we focus on how to manage the workflow in a notebook seamlessly.We 1)encapsulate the reusable cells as RESTful services and containerize them as portal components,2)provide a composition tool for describing workflow logic of those reusable components,and 3)automate the execution on remote cloud infrastructure.Empirically,we validate the solution's usability via a use case from the Ecology and Earth Science domain,illustrating the processing of massive Light Detection and Ranging(LiDAR)data.The demonstration and analysis show that our method is feasible,but that it needs further improvement,especially on integrating distributed workflow scheduling,automatic deployment,and execution to develop as a mature approach.
文摘主题语境:保护环境篇幅:283词建议用时:6分钟。1 In Pune,a city struggling with waste and educational inequality,one woman has found a way to address both challenges with a simple yet powerful idea.Pritu Chaudhary,founder of the Little Leaf initiative,transforms waste paper into notebooks for children who cannot afford them.Her project combines environmental consciousness with educational support,offering a sustainable model of change.
