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WEIGHTED VARIABLE LEBESGUE SPACES AND ABSTRACT MEASURE SPACES 认领 引用
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作者 Songbai WANG Haiyan ZHOU Jiang ZHOU 《Acta Mathematica Scientia》 SCIE CSCD 2026年第3期1054-1083,共30页
Given a measure space with a ball-basis,we introduce a class of global log-Hölder continuity conditions for variable exponent functions,and we show that the Hardy-Littlewood maximal operator is bounded on weighte... Given a measure space with a ball-basis,we introduce a class of global log-Hölder continuity conditions for variable exponent functions,and we show that the Hardy-Littlewood maximal operator is bounded on weighted variable Lebesgue spaces if and only if the weights satisfy the variable Muckenhoupt condition.As an application,in virtue of extrapolation we establish the weighted norm inequalities for a class of bounded oscillation operators on these variable Lebesgue spaces. 展开更多
关键词 weighted Lebesgue space abstract measure Hardy-Littlewood maximal function extrapolation
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Kinetics Study of H-Atom Abstractions from NH3 and H2NO by CH3O2 认领 引用
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作者 Sun Jingwu Zhu Yuxiang +2 位作者 Wen Dongsheng Yang Lijun Zhou Chongwen 《燃烧科学与技术》 CAS CSCD 北大核心 2026年第3期273-280,共8页
Understanding the low-temperature chemistry of ammonia(NH3)and its interaction with hydrocarbon chemistry is a significant challenge in the kinetics of ammonia blended fuel combustion,especially with the growing in... Understanding the low-temperature chemistry of ammonia(NH3)and its interaction with hydrocarbon chemistry is a significant challenge in the kinetics of ammonia blended fuel combustion,especially with the growing interest in novel combustion concepts and the increasing use of NH3 as an energy carrier.Carbon-nitrogen(C—N)interactions play an important role in the combustion characteristic of NH3 blends with hydrocarbon fuels.In this work,the kinetics of two possible C—N interaction reactions,H-atom abstractions from NH3 and aminoxyl radical(CH3O2)by methylperoxy radical(CH3O2),is investigated.These reaction pathways show some sensitiv--ity to the low-temperature ignition of NH3/CH4.However,they have not been considered in any combustion kinetic models so far.Due to the intrinsic multi-reference nature of their transition states,the energy barriers for the two reactions are determined using the CASPT2/aug-cc-pVTZ method with the active space of(7e,7o),and CASPT2/cc-pVDZ method with the active space of(14e,12o),respectively,based on the optimized geometries and rovibrational properties obtained at M06-2X/6-311++G(d,p)level of theory.The rate constants for the two reactions in the temperature range 298.15—2000 K are calculated by using transition state theory.By incorporating these two reaction pathways with our calculated rate constants into a NH3/CH4 kinetic model,the predicted lowtemperature ignition delay times(IDT)of NH3/CH4 mixtures become noticeably shorter. 展开更多
关键词 ammonia CH3O2 combustion reaction kinetics H-atom abstraction multi-reference
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本刊已被下列重要检索系统收录INDEXED/ABSTRACTED IN 认领 引用
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《海军军医大学学报》 CAS CSCD 北大核心 2026年第4期F0004-F0004,共1页
医学文摘(EMBASE,荷兰)斯高帕斯(Scopus,荷兰)化学文摘(CA,美国)剑桥科学文摘(Cambridge Scientific Abstracts,美国)国际农业与生物科学研究中心文摘(CAB Abstracts,英国)公共健康研究数据库(Global Health,英国)。
关键词 INDEXED ABSTRACTED 化学文摘 Cambridge Scientific Abstracts Scopus EMBASE
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Abstract Expressionism and High-Temperature Color Glazed Ceramics:A Dialogue Between Gesture and Fire 认领 引用
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作者 HUANG Mingyang 《Cultural and Religious Studies》 2026年第5期336-340,共5页
Abstract Expressionism, particularly its action painting branch, foregrounds the physical gesture, the energy of the artist’s movement, and the spontaneous interaction of paint. High-temperature color glazed ceramics... Abstract Expressionism, particularly its action painting branch, foregrounds the physical gesture, the energy of the artist’s movement, and the spontaneous interaction of paint. High-temperature color glazed ceramics, by contrast, rely on the unpredictable reaction of metallic oxides, fluxes, and kiln atmosphere to generate rich, flowing surfaces. This paper draws a parallel between the gestural immediacy of Abstract Expressionism and the fluid transformations of high-temperature glazes. By analyzing the work of contemporary ceramic artists who deliberately employ dripping, splashing, and layered pouring of glazes, the study demonstrates how the “controlled accident” of glaze flow can produce an aesthetic of energetic mark-making comparable to Pollock or de Kooning. The paper also explores how the kiln’s fire acts as a co-author, redefining the relationship between artist, material, and chance. The integration of action-painting principles into high-temperature glaze art expands ceramic practice beyond traditional decoration into the realm of expressive abstract art. 展开更多
关键词 Abstract Expressionism high-temperature glaze gesture action painting ceramic abstraction
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Visualizing medicine:The case for implementing graphical abstracts in clinical reporting 认领 引用
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作者 Naveen Jeyaraman Madhan Jeyaraman +2 位作者 Swaminathan Ramasubramanian Sangeetha Balaji Arulkumar Nallakumarasamy 《World Journal of Methodology》 2025年第2期1-8,共8页
Graphical abstracts(GAs)are emerging as a pivotal tool in medical literature,enhancing the dissemination and comprehension of complex clinical data through visual summaries.This editorial highlights the significant ad... Graphical abstracts(GAs)are emerging as a pivotal tool in medical literature,enhancing the dissemination and comprehension of complex clinical data through visual summaries.This editorial highlights the significant advantages of GAs,including improved clarity,increased reader engagement,and enhanced visibility of research findings.By transforming intricate scientific data into accessible visual formats,these abstracts facilitate quick and effective knowledge transfer,crucial in clinical decision-making and patient care.However,challenges such as potential data misrepresentation due to oversimplification,the skill gap in graphic design among researchers,and the lack of standardized creation guidelines pose barriers to their widespread adoption.Additionally,while software such as Adobe Illustrator,BioRender,and Canva are commonly employed to create these visuals,not all researchers may be proficient in their use.To address these issues,we recommend that academic journals establish clear guidelines and provide necessary design training to researchers.This proactive approach will ensure the creation of high-quality GAs,promote their standardization,and expand their use in clinical reporting,ultimately benefiting the medical community and improving healthcare outcomes. 展开更多
关键词 Graphical abstracts Clinical data dissemination Visual communication Research impact Academic publishing
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Label-Guided Scientific Abstract Generation with a Siamese Network Using Knowledge Graphs 认领 引用 被引量：1
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作者 Haotong Wang Yves Lepage 《Computers, Materials & Continua》 SCIE EI 2025年第6期4141-4166,共26页
Knowledge graphs convey precise semantic information that can be effectively interpreted by neural networks,and generating descriptive text based on these graphs places significant emphasis on content consistency.Howe... Knowledge graphs convey precise semantic information that can be effectively interpreted by neural networks,and generating descriptive text based on these graphs places significant emphasis on content consistency.However,knowledge graphs are inadequate for providing additional linguistic features such as paragraph structure and expressive modes,making it challenging to ensure content coherence in generating text that spans multiple sentences.This lack of coherence can further compromise the overall consistency of the content within a paragraph.In this work,we present the generation of scientific abstracts by leveraging knowledge graphs,with a focus on enhancing both content consistency and coherence.In particular,we construct the ACL Abstract Graph Dataset(ACL-AGD)which pairs knowledge graphs with text,incorporating sentence labels to guide text structure and diverse expressions.We then implement a Siamese network to complement and concretize the entities and relations based on paragraph structure by accomplishing two tasks:graph-to-text generation and entity alignment.Extensive experiments demonstrate that the logical paragraphs generated by our method exhibit entities with a uniform position distribution and appropriate frequency.In terms of content,our method accurately represents the information encoded in the knowledge graph,prevents the generation of irrelevant content,and achieves coherent and non-redundant adjacent sentences,even with a shared knowledge graph. 展开更多
关键词 Graph-to-text generation knowledge graph siamese network scientific abstract
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大语言模型生成摘要可靠性评测研究 认领 引用 被引量：4
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作者 王伟正 陈晗睿 +1 位作者 丁晓燕 乔鸿 《情报杂志》 CSSCI 北大核心 2026年第1期153-160,127,共8页
[目的]摘要是学术论文主旨的精简概括,直接影响论文的可见性与传播效果。以大语言模型生成摘要文本为例,为生成文本的可靠性研究提供参考。[方法]筛选图书情报领域992篇高被引论文作为数据集,优化提示词使ChatGPT3.5生成摘要,构建包含RO... [目的]摘要是学术论文主旨的精简概括,直接影响论文的可见性与传播效果。以大语言模型生成摘要文本为例,为生成文本的可靠性研究提供参考。[方法]筛选图书情报领域992篇高被引论文作为数据集,优化提示词使ChatGPT3.5生成摘要,构建包含ROUGE指标评测、人工评测和智能评测的多维度评估方法,结合具体案例,分析生成摘要的可靠性。[结果/结论]ROUGE评分整体较低,人工评测和智能评测结果表明大语言模型生成摘要在逻辑结构上表现较好,但在内容准确性、信息完整性和学术规范性等方面与学者撰写摘要差距明显。生成摘要虽能提高撰写摘要的效率,但无法完全替代人工撰写学术摘要,还需结合人工校验与智能优化来提升学术严谨性。 展开更多
关键词 摘要生成 大语言模型 可靠性 ChatGPT 摘要测评 评测框架
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Health Phys.Abstracts,Volume 128,Number 1 认领 引用
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《辐射防护》 CAS CSCD 北大核心 2025年第2期191-196,共6页
TENORM Regulation in the United States of America post-West Virginia vs.EPA Spenser Lynn,Charles Wilson,Emily Caffrey1(1.University of Alabama at Birmingham,School of Health Professions,Clinical and Diagnostic Science... TENORM Regulation in the United States of America post-West Virginia vs.EPA Spenser Lynn,Charles Wilson,Emily Caffrey1(1.University of Alabama at Birmingham,School of Health Professions,Clinical and Diagnostic Sciences,Health Physics Program,1720 University Blvd,Birmingham,AL 35294)Abstract:The regulation of technologically enhanced naturally occurring radioactive materials(TENORM)in the United States of America consists of fragmentary rules split between the federal and state governments. 展开更多
关键词 Abstracts Number naturally
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Health Phys. Abstracts,Volume 127,Number 5 认领 引用
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《辐射防护》 CAS CSCD 北大核心 2025年第1期95-100,共6页
Effects of High Temperature and High Humidity on the Degree of Ocular Damage Caused by 60 GHz Millimeter Wave Exposure Masami Kojima1,2,Takafumi Tasaki3,4,Toshio Kamijo5,Aki Hada5,Yukihisa Suzuki5,Masateru Ikehata6,Hi... Effects of High Temperature and High Humidity on the Degree of Ocular Damage Caused by 60 GHz Millimeter Wave Exposure Masami Kojima1,2,Takafumi Tasaki3,4,Toshio Kamijo5,Aki Hada5,Yukihisa Suzuki5,Masateru Ikehata6,Hiroshi Sasaki1,2(1.Division of Vision Research for Environmental Health,Medical Research Institute,Kanazawa Medical University,Kahoku,Japan;2.Department of Ophthalmology,Kanazawa Medical University,Kahoku,Japan;3.Division of Protein Regulation Research,Medical Research Institute;4.Department of Medical Zoology,Kanazawa Medical University,Kahoku,Japan;5.Department of Electrical Engineering and Computer Science,Graduate School of Systems Design,Tokyo Metropolitan University,Tokyo,Japan;6.Comfort Science and Engineering Laboratory,Human Science Division,Railway Technical Research Institute,Tokyo,Japan)Abstract:Millimeter waves(MMW)are pervasive in society;however,studies on the biological effects of MMWexposure are usually performed in laboratory settings not reflecting global environmental diversity.We investigated the effects of a 6 min exposure to 60 GHz MMW(wavelength,5.0 mm)at incident power densities of 200 and 300 mW cm-2 in eyes(exposed right eyes vs.unexposed left eyes)under various ambient temperatureelative humidity environments(24℃/50%,45℃/20%,and 45℃/80%)using an in vivo rabbit model.Correlations were examined with adverse ocular events,including corneal epithelial damage(assessed using fluorescein staining),corneal opacity(evaluated by slit-lamp microscopy)。 展开更多
关键词 Abstracts Comfort rabbit
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解蔽数智时代的算法权力及其抽象统治 认领 引用 被引量：3
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作者 孔明安 酒海明 《北京理工大学学报（社会科学版）》 CSSCI 北大核心 2026年第3期1-8,共8页
随着生成式人工智能技术的快速迭代,算法在社会的各个领域得以广泛应用。算法的底层设计根植于开发者的具体偏好与意图,并受资本逻辑规制,甚至成为资本权力维持抽象统治的技术装置。特定算法通过意识形态幻象遮蔽其真实本质,并经由建构... 随着生成式人工智能技术的快速迭代,算法在社会的各个领域得以广泛应用。算法的底层设计根植于开发者的具体偏好与意图,并受资本逻辑规制,甚至成为资本权力维持抽象统治的技术装置。特定算法通过意识形态幻象遮蔽其真实本质,并经由建构“超真实”的数字意识形态景观、强化制度性意识形态国家机器等方式,致使主体陷入失实的误认状态。一方面,算法无形配置主体行为,使主体在虚假的形式自由中受外部力量的间接支配。在此过程中,算法权力潜在地受制于资本权力,并不断地强化其抽象统治,并进一步导致主体深陷于异化困境;另一方面,遭受抽象统治的主体具有无意识认同、理性妥协以及批判抵抗的三重认知状态。对此,应当揭露并约束算法权力与抽象统治的深度结合,通过融入人文诉求优化资本配置环节,约束资本对算法的绝对掌控,强化伦理规范与制度约束的协同作用,实现社会的合理发展。 展开更多
关键词 算法权力 抽象统治 主体认同 意识形态
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Generating Abstractive Summaries from Social Media Discussions Using Transformers 认领 引用
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作者 Afrodite Papagiannopoulou Chrissanthi Angeli Mazida Ahmad 《Open Journal of Applied Sciences》 2025年第1期239-258,共20页
The rise of social media platforms has revolutionized communication, enabling the exchange of vast amounts of data through text, audio, images, and videos. These platforms have become critical for sharing opinions and... The rise of social media platforms has revolutionized communication, enabling the exchange of vast amounts of data through text, audio, images, and videos. These platforms have become critical for sharing opinions and insights, influencing daily habits, and driving business, political, and economic decisions. Text posts are particularly significant, and natural language processing (NLP) has emerged as a powerful tool for analyzing such data. While traditional NLP methods have been effective for structured media, social media content poses unique challenges due to its informal and diverse nature. This has spurred the development of new techniques tailored for processing and extracting insights from unstructured user-generated text. One key application of NLP is the summarization of user comments to manage overwhelming content volumes. Abstractive summarization has proven highly effective in generating concise, human-like summaries, offering clear overviews of key themes and sentiments. This enhances understanding and engagement while reducing cognitive effort for users. For businesses, summarization provides actionable insights into customer preferences and feedback, enabling faster trend analysis, improved responsiveness, and strategic adaptability. By distilling complex data into manageable insights, summarization plays a vital role in improving user experiences and empowering informed decision-making in a data-driven landscape. This paper proposes a new implementation framework by fine-tuning and parameterizing Transformer Large Language Models to manage and maintain linguistic and semantic components in abstractive summary generation. The system excels in transforming large volumes of data into meaningful summaries, as evidenced by its strong performance across metrics like fluency, consistency, readability, and semantic coherence. 展开更多
关键词 Abstractive Summarization Transformers Social Media Summarization Transformer Language Models
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黄土丘陵沟壑区不同土地利用类型SCS-CN模型研究 认领 引用 被引量：1
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作者 刘鑫雨 肖玉玲 +1 位作者 邹伟婷 信忠保 《水土保持学报》 CAS CSCD 北大核心 2026年第2期166-174,共9页
[目的]揭示黄土高原丘陵沟壑区第三副区不同土地利用类型和降雨条件下的产流潜力及其影响因素。[方法]基于甘肃省天水市罗玉沟试验场17个标准径流小区2011—2020年的实地观测数据,通过优化适用于当地的不同土地利用和降雨事件的λ值和C... [目的]揭示黄土高原丘陵沟壑区第三副区不同土地利用类型和降雨条件下的产流潜力及其影响因素。[方法]基于甘肃省天水市罗玉沟试验场17个标准径流小区2011—2020年的实地观测数据,通过优化适用于当地的不同土地利用和降雨事件的λ值和CN值来率定标准SCS-CN模型,从而更准确地模拟黄土丘陵沟壑区的产流。[结果] 1)林地、草地、农地和裸地的最优初损率(λ值)分别为0.17、0.16、0.25和0.36,最优径流曲线数(CN值)分别为56、55、67和74,2个参数均随土壤渗透率的增大而减小。2)最优初损率(λ值)随降雨量的增大而增大,4个地类的径流曲线数(CN值)随降雨量的增大逐渐趋近于60。3)从林草到农地和裸地的转变中,λ值随降雨历时和降雨量的增加而增大;CN值与降雨历时、降雨量、场次平均雨强和径流深均呈负相关。[结论]考虑到不同坡度、不同降雨量的复杂性,参数优化后的SCS-CN模型精度显著提升,但对于其他土壤类型和坡长的地块来说,模型参数需要进一步检验和优化,以适用于更广泛的区域。 展开更多
关键词 SCS-CN 径流曲线数(CN) 初损率(λ) 土地利用类型 降雨量
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Genre Analysis of Abstracts in International Medical Journals 认领 引用
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作者 ZHU Shuang-jie YANG Tang-feng 《Journal of Literature and Art Studies》 2025年第8期620-628,共9页
This study systematically analyzes the genre structure and linguistic features of 42 English abstracts from six internationally renowned medical journals,based on the revised CARS model proposed by Swales.The research... This study systematically analyzes the genre structure and linguistic features of 42 English abstracts from six internationally renowned medical journals,based on the revised CARS model proposed by Swales.The research findings indicate that medical abstracts typically follow a three-step structure:“Establishing a Research Territory-Establishing a Research Niche-Occupying the Niche”,where the steps“Research Purpose”and“Research Results”are the most frequently utilized,forming the core content of the abstracts.Within the sequence of moves,81%conform to conventional patterns,while a minority of samples exhibit unconventional structures such as inversion,cycling,and repetition.In terms of linguistic features,the present simple tense and active voice are predominantly used,reflecting the universality of the research and the author’s agency;conversely,the simple past tense and passive voice are primarily employed to describe research methods and processes.This study reveals the writing conventions of medical abstracts,providing empirical evidence and genre reference for non-native scholars in the preparation and publication of their work in international journals. 展开更多
关键词 CARS model medical journals genre analysis abstract structure linguistic features
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爱作为比特行星的存在论条件——人工智能时代“人”的意义 认领 引用 被引量：2
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作者 邵怡蕾 《文化艺术研究》 CSSCI 2026年第2期10-21,110,111,共12页
在硅基经济学的框架中,压缩是硅基智能体经济运作的命脉,而完美的压缩恰恰通向抽象之死:当信息系统在自身生成的数据上循环运转,特殊性消失,多样性均匀化,意义枯竭。比特行星要逃离这一热力学终点,须为碳硅界面持续注入不可压缩的真实性... 在硅基经济学的框架中,压缩是硅基智能体经济运作的命脉,而完美的压缩恰恰通向抽象之死:当信息系统在自身生成的数据上循环运转,特殊性消失,多样性均匀化,意义枯竭。比特行星要逃离这一热力学终点,须为碳硅界面持续注入不可压缩的真实性;界面的运作,需要碳基侧存在真实的在意,即对一个特定的、不可替代的存在的非理性承诺。这种“在意”在结构上无法还原为工具理性,它以有死性为存在条件,以痛的不可压缩性为本体论基础,以拒绝分散化的非理性集中为形式——这正是热力学意义上的爱。爱不是比特行星结构之外的情感附加物,而是比特行星得以存在的必要条件。当人工智能引发人的存在论意义焦虑时,这一论证给出一个结构性的回答:爱以及人的不可压缩性不是会被技术取代的弱点,而是整个文明大厦——碳基文明及硅基文明赖以不塌的锚点。 展开更多
关键词 硅基经济学 压缩经济 碳硅界面 熵轴 抽象之死 界面事件
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Superoxide mediated Mn(II)oxidation of an alkali-tolerant bacterium Pseudorhizobium flavum MXJ-1 认领 引用
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作者 Haixia Pan Fei Li +5 位作者 Ruiying Zhang Yu Liu Jieyi Li Tongtong Wu Ang Li Hao Zhou 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2026年第2期82-92,共11页
Manganese-oxidizing microbes are capable of oxidizing Mn(Ⅱ) to manganese oxides through direct enzymatic and indirect mechanisms.However,bacterial Mn(Ⅱ) oxidation in alkaline environment remains unclear.This study i... Manganese-oxidizing microbes are capable of oxidizing Mn(Ⅱ) to manganese oxides through direct enzymatic and indirect mechanisms.However,bacterial Mn(Ⅱ) oxidation in alkaline environment remains unclear.This study isolated an alkali-tolerant bacterium Pseudorhizobium flavum MXJ-1 from marine surface sediments that can oxidize Mn(Ⅱ) to biogenic manganese oxides(BioMnOx).Characterization of BioMnOx reveals that rod-shaped bacterial cells produce amorphous BioMnOx containing mixed valences of Mn.The effects of different pH,carbon and nitrogen sources,metal ions on growth and Mn(Ⅱ) oxidation activity of strain MXJ-1 were investigated.Results elucidate that strain MXJ-1 adapts to a broad range of pH from 5.0 to 10.0,achieves a maximum Mn(Ⅱ) oxidation percentage of 69.41 %,but there is no significant correlation between biomass and Mn(Ⅱ) oxidation.Cu(Ⅱ) inhibited Mn(Ⅱ) oxidation at concentration as low as 20 μmol/L,and Mn(Ⅱ) oxidation decreased with Mn(Ⅱ) levels increasing to 500 μmol/L.Genomic analysis identified two genes encoding animal heme peroxidases(AHPs) and three encoding dihydrolipoyl dehydrogenases(DLDHs),highlighting the potential role of superoxide in Mn(Ⅱ) oxidation.Several alkali-tolerance genes,including those encoding Na+/H+ antiporter,were also identified,which probably associated with alkali-tolerance of MXJ-1.Superoxide detection by nitro blue tetrazolium(NBT) assay indicates it involved in Mn(Ⅱ) oxidation.This study isolated a Mn(Ⅱ)-oxidizing,alkali-tolerant bacterium,expanding insights into microbial Mn(Ⅱ) oxidation in extreme environments. 展开更多
关键词 Manganese-oxidizing bacteria BioMnOx Superoxide Alkali-tolerance Genome abstract
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数据组件:一种面向数据跨域流通可信抽象和封装方法 认领 引用 被引量：1
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作者 林绍福 李云江 +1 位作者 王宇航 贾晓丰 《网络安全与数据治理》 2026年第4期17-26,共10页
数据作为关键生产要素,具有自由流动、动态组合、跨域融合和使用增值等特征,但在跨域流通、数据孤岛连通与标准化处理等方面仍面临挑战。从软件系统视角提出数据组件抽象模型和封装方法,将数据要素抽象为独立、轻量、可复用的最小单元... 数据作为关键生产要素,具有自由流动、动态组合、跨域融合和使用增值等特征,但在跨域流通、数据孤岛连通与标准化处理等方面仍面临挑战。从软件系统视角提出数据组件抽象模型和封装方法,将数据要素抽象为独立、轻量、可复用的最小单元即数据组件,具备可寻址、可交换、可操作与可管控特性;设计实现数据组件注册和发布机制,以规范化协议支撑数据组件发现与互操作,提供统一描述、封装发布、发现获取、动态组合与可信交互等能力,支撑数据要素跨域可信高效流通。以健康养老数据共享场景为例,设计实现数据组件共享原型系统进行验证,实验表明,相较传统微服务模式,跨域传输成功率提升13%,访问成功率提升11%,检索命中率提升15%,调度成功率提升20%。 展开更多
关键词 数据组件 数据解耦 可信抽象 标准化封装 互操作机制
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Deep Learning for Video Summarization:Systematic Review,Challenges and Opportunities 认领 引用
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作者 Qinghao Yu Zidong Wang +1 位作者 Guoliang Wei Hui Yu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2026年第1期21-42,共22页
The exponential growth of video content has driven significant advancements in video summarization techniques in recent years. Breakthroughs in deep learning have been particularly transformative, enabling more effect... The exponential growth of video content has driven significant advancements in video summarization techniques in recent years. Breakthroughs in deep learning have been particularly transformative, enabling more effective detection of key information and creating new possibilities for video synopsis. To summarize recent progress and accelerate research in this field,this paper provides a comprehensive review of deep learningbased video summarization methods developed over the past decade. We begin by examining the research landscape of video abstraction technologies and identifying core challenges in video summarization. Subsequently, we systematically analyze prevailing deep learning frameworks and methodologies employed in current video summarization systems, offering researchers a clear roadmap of the field's evolution. Unlike previous review works,we first classify research papers based on the structural hierarchy of the video(from frame-level to shot-level to video-level),then further categorize them according to the summary backbone model(feature extraction and spatiotemporal modeling).This approach provides a more systematic and hierarchical organization of the documents. Following this comprehensive review,we summarize the benchmark datasets and evaluation metrics commonly employed in the field. Finally, we analyze persistent challenges and propose insightful directions for future research,providing a forward-looking perspective on video summarization technologies. This systematic literature review is of great reference value to new researchers exploring the fields of deep learning and video summarization. 展开更多
关键词 Benchmark datasets deep learning evaluation protocols video abstraction video summarization video synopsis
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Enhancing International Communication Effectiveness:The Impact of ESAP on the Output of Academic Paper Abstracts 认领 引用
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作者 Maoqiong Liu 《Journal of Contemporary Educational Research》 2025年第9期135-143,共9页
English for Specific Academic Purposes(ESAP)focuses on English language skills in specific disciplines or research fields,and has played an important role in international communication in recent years.This paper aims... English for Specific Academic Purposes(ESAP)focuses on English language skills in specific disciplines or research fields,and has played an important role in international communication in recent years.This paper aims to explore the relationship between ESAP,the output of academic paper abstracts,and international communication effectiveness,so as to provide new ideas for enhancing international communication effectiveness.Through a questionnaire survey and combined with the structural equation model analysis method,the results show that the improvement of ESAP has a positive effect on the output of academic paper abstracts and international communication effectiveness;the output of academic paper abstracts can also positively enhance international communication effectiveness;meanwhile,the output of academic paper abstracts has a significant mediating effect. 展开更多
关键词 International communication effectiveness Academic paper abstract ESAP Professional discourse competence Postgraduate students
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Syntax-Aware Hierarchical Attention Networks for Code Vulnerability Detection 认领 引用
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作者 Yongbo Jiang Shengnan Huang +1 位作者 Tao Feng Baofeng Duan 《Computers, Materials & Continua》 SCIE EI 2026年第1期2252-2273,共22页
In the context of modern software development characterized by increasing complexity and compressed development cycles,traditional static vulnerability detection methods face prominent challenges including high false ... In the context of modern software development characterized by increasing complexity and compressed development cycles,traditional static vulnerability detection methods face prominent challenges including high false positive rates and missed detections of complex logic due to their over-reliance on rule templates.This paper proposes a Syntax-Aware Hierarchical Attention Network(SAHAN)model,which achieves high-precision vulnerability detection through grammar-rule-driven multi-granularity code slicing and hierarchical semantic fusion mechanisms.The SAHAN model first generates Syntax Independent Units(SIUs),which slices the code based on Abstract Syntax Tree(AST)and predefined grammar rules,retaining vulnerability-sensitive contexts.Following this,through a hierarchical attention mechanism,the local syntax-aware layer encodes fine-grained patterns within SIUs,while the global semantic correlation layer captures vulnerability chains across SIUs,achieving synergistic modeling of syntax and semantics.Experiments show that on benchmark datasets like QEMU,SAHAN significantly improves detection performance by 4.8%to 13.1%on average compared to baseline models such as Devign and VulDeePecker. 展开更多
关键词 Vulnerability detection abstract syntax tree syntax rule slicing hierarchical attention mechanism deep learning
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股东抽象利润分配请求权的实体构造与程序实施 认领 引用 被引量：2
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作者 王常阳 《经贸法律评论》 CSSCI 2026年第3期75-99,共25页
新公司法司法解释制定过程中,股东抽象利润分配请求权的程序实现方式成为争议热点。伴随公司法理念由高度自治转向适度干预,《公司法解释四》第15条规定的抽象利润分配请求权在实践中逐渐成形,其独立于传统的期待权,是一项救济权性质的... 新公司法司法解释制定过程中,股东抽象利润分配请求权的程序实现方式成为争议热点。伴随公司法理念由高度自治转向适度干预,《公司法解释四》第15条规定的抽象利润分配请求权在实践中逐渐成形,其独立于传统的期待权,是一项救济权性质的既得权。该救济权可对应两种不同的责任承担方式:一是决议行为救济,二是利润价金给付。两者相互配合,形成权利实现的梯度方案。程序实施上,两类请求的程序实现面临不同难点。决议行为请求的程序实施难点在于此类特殊请求如何通过执行实现,利润价金给付请求的程序实施难点在于裁判方式和裁判效力。系统思维下,实体法与程序法应协同互促,共同为权利人提供救济方案。 展开更多
关键词 抽象利润分配请求权 股东权利 决议行为请求权的执行 公司自治的适度干预 既判力主观范围扩张
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