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HMFM: A Method for Identifying High-Value Patents by Fusing Multiple Features 被引量:2
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作者 Na Deng Jiuan Zhang 《Computers, Materials & Continua》 2025年第2期2235-2254,共20页
Rapid and accurate identification of high-quality patents can accelerate the transformation process of scientific and technological achievements, optimize the management of intellectual property rights and enhance the... Rapid and accurate identification of high-quality patents can accelerate the transformation process of scientific and technological achievements, optimize the management of intellectual property rights and enhance the vitality of innovation. Aiming at the shortcomings of the traditional high-value patent assessment method, which is relatively simple and seldom considers the influence of patentees, this paper proposes a high-quality patent method HMFM (High-Value Patent Multi-Feature Fusion Method) that fuses multi-dimensional features. A weighted node importance assessment method in complex network called GLE (Glob-Local-struEntropy) based on improved structural entropy is designed to calculate the influence of the patentee to form the patentee’s features, and the patent text features are extracted by BERT-DPCNN deep learning model, which is supplemented to the basic patent indicator system. Finally a machine learning algorithm is used to assess the value of patents. Experiment results show that our method can identify high-value patents more effectively and accurately. 展开更多
关键词 patents high value assessment deep learning structural entropy complex networks BERT DPCNN
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Photocatalytic C-N Coupling to High-Value Chemicals from Waste Plastic and Biomass Feedstocks
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作者 Zixuan Zhang Zongyang Ya +3 位作者 Xue Zhang Yu Zheng Hua Wang Shengbo Zhang 《Transactions of Tianjin University》 2026年第1期11-35,共25页
Photocatalytic C-N coupling reactions using waste plastic-and biomass-based feedstocks with nitrogen-containing species have emerged as a promising route for the synthesis of high-value chemicals such as amides and am... Photocatalytic C-N coupling reactions using waste plastic-and biomass-based feedstocks with nitrogen-containing species have emerged as a promising route for the synthesis of high-value chemicals such as amides and amino acids.However,the complexity of multistep reaction routes and the presence of competing side reactions pose significant challenges,often leading to low yield and poor selectivity of target products.To substantially enhance the efficiency and selectivity of C-N coupling reactions,it is imperative to gain a thorough understanding of the underlying reaction mechanisms and to develop highly active photocatalysts.Such catalysts must be capable of effectively activating diverse substrates while maintaining an appropriate balance between the adsorption and desorption of carbon-and nitrogen-containing intermediates or radical species.In this review,we systematically summarize recent advances in photocatalytic C-N coupling for the production of amides and amino acids from waste plastic-and biomass-based feedstocks,with particular focus on catalyst selection,process design,control of reaction intermediates,and catalytic mechanisms.Furthermore,the technoeconomic feasibility and environmental impact of these C-N coupling reactions are evaluated using technoeconomic analysis and life-cycle assessment.Lastly,the current challenges and future prospects in this field are also discussed.This review aims to provide valuable insights for the development of high-efficiency photocatalytic C-N coupling reactions and to deepen the understanding of their catalytic mechanisms. 展开更多
关键词 C-N coupling Waste plastic-and biomass-based feedstocks PHOTOCATALYTIC high-value chemicals Reaction mechanism
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Research Plan on the Strategic Development of High-value Eco-agriculture in the Middle-lower Reaches of Yangtze River 被引量:3
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作者 戴天放 温小华 《Agricultural Science & Technology》 CAS 2011年第12期1975-1978,共4页
At present,high-value eco-agriculture research in China is till limited and controversial,theoretical innovation and practices on eco-agriculture should be conducted.The key problems which should be solved urgently on... At present,high-value eco-agriculture research in China is till limited and controversial,theoretical innovation and practices on eco-agriculture should be conducted.The key problems which should be solved urgently on the development of high-value eco-agriculture in the middle-lower reaches of Yangtze River now including:the connotation and characteristics of high-value eco-agriculture,the construction of high-value eco-agriculture system and the policies of the development of high-value eco-agriculture.Therefore,the strategic development research on high-value eco-agriculture mainly includes the following aspects:development of agriculture modernization and theory and practices of eco-economics;theory of high-value eco-agriculture;practice of high-value eco-agriculture in the middle-lower reaches of Yangtze River;construction of high-value eco-agriculture in the middle-lower reaches of Yangtze River;development strategy and system innovation of high-value eco-agriculture in the lower and medium reaches of Yangtze River. 展开更多
关键词 high-value eco-agriculture Development strategy Research plan
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Construction of Energy Diagram of Ecological High-value Agriculture System and Emergry Evaluation Index System
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作者 凌立文 陈建国 +2 位作者 余平祥 毛小娟 曹咏 《Agricultural Science & Technology》 CAS 2012年第12期2671-2674,2680,共5页
Ecological high-value agriculture research, ecological high-value agricultural is the future of agriculture in China. In the emergy diagram was constructed based on emergy theory, and the mechanism and realization ap... Ecological high-value agriculture research, ecological high-value agricultural is the future of agriculture in China. In the emergy diagram was constructed based on emergy theory, and the mechanism and realization approach were well described. In addition, a set of evaluation index system of emergy was established to deter- mine contribution made by different resources of the system, providing references for further exploration of ecological high-value agricultural production system. 展开更多
关键词 Ecological high-value agriculture Emergy analysis Circular agriculture
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Patent-BARTKPG:基于对比学习的中文专利关键技术词生成研究
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作者 冉从敬 刘省身 +2 位作者 王浩伟 梁玉莲 王福新 《情报学报》 北大核心 2025年第6期748-760,共13页
传统的关键词抽取方法在专利关键技术词生成领域准确度不足,这主要表现为过度依赖文本中的字面内容、生成关键技术词序列中的冗余信息以及与目标关键技术词的不一致性。为此,本文结合中文专利文本特有的语料特性,深入探索如何实现更精... 传统的关键词抽取方法在专利关键技术词生成领域准确度不足,这主要表现为过度依赖文本中的字面内容、生成关键技术词序列中的冗余信息以及与目标关键技术词的不一致性。为此,本文结合中文专利文本特有的语料特性,深入探索如何实现更精准的关键技术词生成,提出一种两阶段的专利关键技术词抽取-生成和重排模型,并在两个阶段中引入对比学习训练策略,以进一步增强模型性能。最终,本文构建了一个中文专利关键技术词生成模型Patent-BARTKPG,实现了中文专利文本的关键技术词的精准生成。研究结果表明,Patent-BARTKPG模型在中文专利数据集上的关键技术词生成效果显著优于其他关键技术词抽取和生成模型,初步实现了中文专利领域关键技术词的高质量生成。 展开更多
关键词 中文专利文本 专利关键技术词生成 生成模型 对比学习
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Boosting CO_(2) hydrogenation to high-value olefins with highly stable performance over Ba and Na co-modified Fe catalyst 被引量:6
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作者 Joshua Iseoluwa Orege Na Liu +3 位作者 Cederick Cyril Amoo Jian Wei Qingjie Ge Jian Sun 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2023年第5期614-624,I0014,共12页
CO_(2)hydrogenation has been considered to be a highly promising route for the production of high-value olefins(HVOs)while also mitigating CO_(2)emissions.However,it is challenging to achieve high selectivity and main... CO_(2)hydrogenation has been considered to be a highly promising route for the production of high-value olefins(HVOs)while also mitigating CO_(2)emissions.However,it is challenging to achieve high selectivity and maintain stable performance for HVOs(ethylene,propylene,and linear a-olefins)over a prolonged reaction time due to the difficulty in precise control of carbon coupling and rapid catalyst deactivation.Herein,we present a selective Ba and Na co-modified Fe catalyst enriched with Fe_(5)C_(2)and Fe_(3)C active sites that can boost HVO synthesis with up to 66.1%selectivity at an average CO_(2)conversion of 38%for over 500 h.Compared to traditional NaFe catalyst,the combined effect of Ba and Na additives in the NaBaFe-0.5 catalyst suppressed excess oxidation of FeCxsites by H_(2)O.The absence of Fe3O4phase in the spent NaBaFe-0.5 catalyst reflects the stabilization effect of the co-modifiers on the FeCxsites.This study provides a strategy to design Fe-based catalysts that can be scaled up for the stable synthesis of HVOs from CO_(2)hydrogenation. 展开更多
关键词 CO_(2)hydrogenation high-value olefins Barium additive Iron carbide Catalytic stability
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Genetic Bioengineering in the Achievement of Algae Biofuels and High-Value Bio-products
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作者 Sukran Cakir Arica 《Management Studies》 2019年第1期60-62,共3页
The dependence to fossil fuels has increased the amount of greenhouse gases in the atmosphere.That is why,the production of renewable and sustainable biofuels has gained a long-term importance for both scientific and ... The dependence to fossil fuels has increased the amount of greenhouse gases in the atmosphere.That is why,the production of renewable and sustainable biofuels has gained a long-term importance for both scientific and political necessities.In this context,algae are promising in terms of alternative biofuels resources.For this reason,intensive scientific researches have been carried out in recent years on providing optimum efficiency in this regard.Bioengineering is a discipline that applies engineering principles of design and analysis to biological systems and biomedical technologies.Examples of bioengineering research include bacteria or microalgae engineered to produce valuable bioactive chemicals.Microalgae by target gene modification may serve as a promising source for the production of biofuels and bio-based chemicals.A lot of research has been carried out by applying microalgae genomic editing technique with the aim to produce numerous biotechnological products.Some successful previously reported research and production activities are still underway in this area.However,in order to produce the desired products efficiently with manipulated microalgae biorefinery,there is a need to overcome the problem of low biomass production despite high production costs.The aim of this work is to give special attention to the rich potential content of microalgae and to provide information on algal genetic manipulations to increase products by bioengineering methods. 展开更多
关键词 ALGAL biofuels ALGAL high-value bio-products BIOENGINEERING GENETIC manipulation microalgae
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Study on the Monitoring Malfunction of Water Pollution during Drought or Flood Period and Low-carbon and High-value Methodology--A Case Study of the Correlation Test of Water,Soil and Gas Pollution in Xiangxiang County
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作者 LI Jin-song LI Lin-jie 《Meteorological and Environmental Research》 CAS 2011年第8期67-73,共7页
Based on the low-carbon and high-value methodology of chemical ecology and chemical informatics,combining theory and methods,taking saving,environmental protection,low carbon,high production,high value and circulation... Based on the low-carbon and high-value methodology of chemical ecology and chemical informatics,combining theory and methods,taking saving,environmental protection,low carbon,high production,high value and circulation as values and aims,the relationship between human and land as a basis,ecosystem as a center,overall control as a goal and agricultural ecological engineering as a mean,environmental pollution detection,as one of bottlenecks for agricultural products and food security,should be solved firstly;through the field survey in dry years from 2009 to 2010 when drought and flood were frequent and the frequency of drought was higher than that of flood,plus the determination of surface water flow and water quantity in a small typical river basin,the correlation of local water,soil and gas in the county could be found,and the transfer of monitoring focus from water environment to atmospheric environment was possible and necessary.The study would promote the quantitative research on the correlation among water,soil and gas,and the results were in accordance with the conclusions of related studies. 展开更多
关键词 Pollution monitoring REPRESENTATIVE Accuracy Correlation among water soil and gas data Low-carbon and high-value methodology China
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Innovative trends in RNA interference drugs:a comprehensive patent analysis 被引量:1
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作者 Xing Li Lu Ma +2 位作者 Yali Zhao Xiaoxia Zhang Zijia Li 《Journal of Chinese Pharmaceutical Sciences》 2025年第8期701-714,共14页
Nucleic acid drugs represent the third wave of innovation in drug research and development,succeeding small-molecule and antibody drugs.These drugs,particularly RNA interference(RNAi)therapies,have become a pivotal fo... Nucleic acid drugs represent the third wave of innovation in drug research and development,succeeding small-molecule and antibody drugs.These drugs,particularly RNA interference(RNAi)therapies,have become a pivotal focus in the pharmaceutical industry.RNAi drugs are extensively utilized in the treatment of chronic and rare diseases due to their exceptional gene-silencing efficiency,manageable side effects,and straightforward synthesis process.This study undertook a thorough analysis of the global landscape of RNAi drug patents,highlighting the latest technological advancements and trends.We meticulously identified and cataloged the key technologies that dominated this patent landscape.The goal was to provide valuable insights and references for researchers involved in the development of RNAi drugs within the domestic pharmaceutical sector. 展开更多
关键词 Nucleic acid drugs RNA interference(RNAi)drugs siRNA patent analysis
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Clinical research report on Chinese patent medicines and classic traditional Chinese medicine prescriptions(2023) 被引量:1
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作者 Xiaolei WU Haiyin HU +7 位作者 Yuetong WANG Alice Josephine Fauci Yazi ZHANG Wenting SONG Fengwen YANG Boli ZHANG Junhua ZHANG Zhaochen JI 《Digital Chinese Medicine》 2025年第2期123-136,I0003-I0017,共29页
Objective Randomized controlled trials(RCTs)of Chinese patent medicines and classic tra-ditional Chinese medicine prescriptions were systematically reviewed from both Chinese and English journals published in 2023.A p... Objective Randomized controlled trials(RCTs)of Chinese patent medicines and classic tra-ditional Chinese medicine prescriptions were systematically reviewed from both Chinese and English journals published in 2023.A preliminary summary and evaluation were conducted on the generation and translation of clinical evidence for these treatments.This analysis aims to inform future research on clinical efficacy evaluation and guide the rational application of evidence.Methods RCTs of Chinese patent medicines and classic traditional Chinese prescriptions published in 2023 were comprehensively retrieved from the Artificial Intelligence Clinical Evi-dence Database for Chinese Patent Medicine(AICED-CPM),with supplementary searches conducted in China National Knowledge Infrastructure(CNKI),Wanfang Data,Chinese Sci-ence and Technology Journal Database(VIP),Chinese Biomedical Literature Database(SinoMed),Cochrane Library,PubMed,Embase,and Web of Science.The study characteris-tics and methodological quality of these RCTs were systematically analyzed and evaluated.Results A total of 1443 RCTs of Chinese patent medicines were included,comprising 1399 Chinese articles and 44 English articles.Additionally,334 RCTs of classic traditional Chinese medicine prescriptions were found,with 331 published in Chinese and 3 in English.196567 participants were included,covering 585 types of Chinese patent medicines(487 oral,61 in-jectable,and 37 topical)and 179 classic traditional Chinese medicine prescriptions.The in-volved studies encompassed 22 types of diseases,with research primarily focusing on dis-eases of the circulatory system,the respiratory system,and the genitourinary system.The sample sizes ranged from 18 to 3777 participants,and most studies were conducted at a sin-gle center.Methodologically,the implementation of allocation concealment and blinding re-mained insufficiently emphasized.Conclusion Overall,compared with 2022,both the number of RCT publications and their methodological quality have improved in 2023,with heightened attention to research on diseases of the genitourinary system.However,quality control and standardized management in the design and implementation processes still require enhancement to produce more high-quality clinical evidence and accelerate the translation and application of this evidence. 展开更多
关键词 Traditional Chinese medicine Chinese patent medicine Classic traditional Chinese medicine PRESCRIPTIONS Randomized controlled trials(RCTs) Evidence-based medicine
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Innovation for Sustainable Development: Normative Assessment of the Green Patent Regime in China
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作者 Peng Zhe 《科技与法律(中英文)》 2025年第5期125-136,共12页
As the world transitions to a more environment-friendly and sustainable global economy,innovations in green technology are playing a crucial role.Recognizing this,China,along with many other nations,is adapting its pa... As the world transitions to a more environment-friendly and sustainable global economy,innovations in green technology are playing a crucial role.Recognizing this,China,along with many other nations,is adapting its pat⁃ent system to better support green innovations,establishing what is known as a green patent regime.While extensive empirical research highlights the significance of China's green patent regime in achieving environmental sustainabil⁃ity,there is a noticeable lack of normative studies on enhancing its efficacy.This work aims to fill this gap by conduct⁃ing a normative study using doctrinal analysis and proposing that transparency and accessibility are key factors in evaluating the effectiveness of a green patent regime.Through a doctrinal analysis of China's green patent legislation and regulations,this work assesses the legal rights conferred by this regime and identifies how these rights are con⁃strained by substantive and procedural norms.The findings reveal significant limitations to the transparency and acces⁃sibility of China's green patent regime and propose improvements.These recommendations offer insights for policymak⁃ers in China and other countries.The doctrinal analysis conducted in this research could stimulate further theoretical discussion in the field of sustainable development and intellectual property law.Moreover,it might enlighten more hy⁃potheses for future empirical studies. 展开更多
关键词 patent green patent prioritized examination open licensing
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Transcatheter atrial septal defects and patent foramen ovale closure:Medicare utilization and reimbursements
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作者 Vidit Majmundar Rohan Deo +3 位作者 Ajay Kumar Mishra Peng-Yang Li Marina Byer Rhea Sancassani 《World Journal of Methodology》 2025年第4期225-231,共7页
BACKGROUND The Food and Drug Administration has approved percutaneous atrial septal defect(ASD)and patent foramen ovale(PFO)closure devices for hemodynamically significant interatrial shunts,paradoxical emboli includi... BACKGROUND The Food and Drug Administration has approved percutaneous atrial septal defect(ASD)and patent foramen ovale(PFO)closure devices for hemodynamically significant interatrial shunts,paradoxical emboli including stroke,and decompression sickness.We aimed to study the trends in utilization and reimbursements of transcatheter ASD/PFO closure devices.AIM To analyze trends in utilization and Medicare reimbursements for transcatheter ASD/PFO closure procedures from 2013 to 2022.METHODS A query of administrative data on United States Medicare beneficiaries undergoing transcatheter ASD/PFO was conducted from 2013 to 2022 using the Centers for Medicare and Medicaid Services Part B National Summary Data File.Inflation adjustments were made using the 2023 Consumer Price Index.Trend analysis was quantified using growth rate and simple linear regression calculations.All analyses were performed using Microsoft Excel 16.77.1(2023).RESULTS The annual number of transcatheter ASD/PFO closure procedures increased by 81%since 2013,with an average yearly growth rate of 44%cases per year(P<0.001).Annual Medicare reimbursements for transcatheter ASD/PFO therapies mirrored the annual procedure trends.The per-case reimbursements decreased by 18%,i.e.,$1128.80 in 2013 and$770.21 in 2022(P<0.001).There was a significant drop in the number of procedures in the year 2020,which correlates to the onset of the coronavirus disease 2019 pandemic,followed by a sharp uptick in the number of cases in 2021 and 2022.CONCLUSION Medicare utilization of transcatheter ASD/PFO closure therapies has grown significantly in procedural volume from 2013 to 2022.However,this has been accompanied by a decrease in per-case reimbursements. 展开更多
关键词 Atrial septal defect patent foramen ovale MEDICARE REIMBURSEMENT patent foramen ovale closure
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Do energy patents and energy prices drive the shift toward sustainable energy sources? A wavelet quantile-based analysis
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作者 T.S.Adebayo V.O.Olanrewaju B.Uzun 《Geoscience Frontiers》 2025年第5期299-312,共14页
While the significant role of technological innovation in promoting renewable energy has been extensively explored in the literature,limited attention has been paid to the impact of energy patents,particularly clean e... While the significant role of technological innovation in promoting renewable energy has been extensively explored in the literature,limited attention has been paid to the impact of energy patents,particularly clean energy patents and fossil fuel patents.This study pioneers an investigation into the effects of energy patents and energy prices on renewable energy consumption.The study utilizes data from 2000Q1 to 2023Q4 and,due to the nonlinear nature of the series,applies wavelet quantile-based methods.Specifically,it introduces the wavelet quantile cointegration approach to evaluate cointegration across different quantiles and time horizons,along with the wavelet quantile-on-quantile regression method.The results confirm cointegration across different periods and quantiles,highlighting the significant relationships between energy patents,economic factors,and renewable energy consumption.Furthermore,we found that fossil energy patents negatively affect renewable energy consumption,while clean energy patents have a similar but weaker effect,especially in the short term.In addition,higher energy prices promote renewable energy adoption while economic growth positively influences renewable energy consumption,particularly in the short term.The study formulates specific policies based on these findings. 展开更多
关键词 Energy price Clean energy patents Fossil fuel patents Renewable energy consumption Environmental sustainability
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Fritz Machlup's Verdict on the Economic Value of the Patent System and the Chinese Economic Reality
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作者 Joseph Straus 《科技与法律(中英文)》 2025年第4期121-129,共9页
A"verdict"on the economic value of the patent system by the US economist Fritz Machlup published in 1958 still has an important impact on assessing the effects of the patent system on economic development by... A"verdict"on the economic value of the patent system by the US economist Fritz Machlup published in 1958 still has an important impact on assessing the effects of the patent system on economic development by intellec-tual property scholars worldwide.This contribution analyses Machlup's study as is and in the light of subsequent US and global legal and economic developments.Machlup's assessment was examined based on empirical data generated by the US Bayh-Dole type legislation as regards the translation of basic research into innovative products and pro-cesses.Moreover,it analyses the impact of the new world economic order instituted in the framework of the World Trade Organization(WTO)mandatorily requiring effective patent protection in all WTO Member States on the eco-nomic development of developing and emerging economies.The case of China,which adopted its first Patent Law in 1984,is addressed in the context of Machlup's verdict and in light of the subsequent economic,scientific and techno-logical development of that country.Concluding thoughts consider today's value of Machlup's"verdict". 展开更多
关键词 patents economic development INNOVATION Chinese experience
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China’s transition to sustainable transport assessing the impact of financial innovation, patent innovation, and bioenergy: evidence from an innovative time–frequency analysis
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作者 Kishwar Ali Qingyu Zhang +3 位作者 Muhammad Kamran Khan Zakaria Boulanouar Fadhila Hamza Sami Ullah 《Financial Innovation》 2025年第1期3354-3379,共26页
The recent surge in global financial and patent innovations and rising CO_(2) emissions in the global energy sector have drawn significant attention to China’s transportation industry.This study examines how financia... The recent surge in global financial and patent innovations and rising CO_(2) emissions in the global energy sector have drawn significant attention to China’s transportation industry.This study examines how financial innovations(FINI),patent innovations(PTIN),and bioenergy(BIOE)affect CO_(2) emissions in China’s transportation sector(TBCO_(2))using quarterly data from 2000 to 2018.This study employed a novel wavelet local multiple correlation(WLMC)methodology,alongside the time-varying causality test,to examine the time–frequency nexus,addressing a critical gap in the current literature.The WLMC bivariate analyses revealed a negative long-term relationship between PTIN and FINI with TBCO_(2).At the same time,BIOE showed only a short-term mitigating effect,with PTIN playing a dominant role in this nexus at various frequency levels.Furthermore,the three-and four-variate assessments highlight the consistent positive influence of all included factors on TBCO_(2).A timevarying causality test also demonstrated significant causal relationships between FINI,PTIN,BIOE,and TBCO_(2) across different periods,confirming the robustness of our WLMC results.This study provides crucial insights,emphasizing the urgency of promoting FINIs,technological advancement,and bioenergy usage to reduce transportation emissions and pursue sustainable solutions to address China’s environmental challenges. 展开更多
关键词 Sustainable transport Financial innovation patents innovation BIOENERGY TIME-FREQUENCY
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2025 Chinese Expert Consensus on Clinical Applications of Biodegradable Patent Foramen Ovale Occluders
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作者 Caojin Zhang Haibo Hu +11 位作者 Gangcheng Zhang Qiguang Wang Xiaobin Chen Yingzhang Cheng Qunshan Shen Jie Yuan Wenqi Zhang Yuanshi Li Xuan Zheng Xiangbin Pan Professional Committee of National Quality Management and Control Center for Structural Heart Diseases Professional Committee of Structural Heart Diseases of the National Cardiovascular Disease Expert Committee 《Congenital Heart Disease》 2025年第4期403-420,共18页
Compared with traditional nickel-titanium alloy patent foramen ovale occluders,which are widely used in clinical practice,biodegradable patent foramen ovale occluders have obvious differences in material characteristi... Compared with traditional nickel-titanium alloy patent foramen ovale occluders,which are widely used in clinical practice,biodegradable patent foramen ovale occluders have obvious differences in material characteristics,interventional operation mode and postoperative management strategy.This article gives expert consensus on the selection of clinical indications and standardized operating procedures,so as to standardize the clinical application of biodegradable patent foramen ovale occluders. 展开更多
关键词 patent foramen ovale BIODEGRADABLE OCCLUDER
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Market value of R&D,patents,and CEO characteristics
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作者 Lipeng Wang Thanos Verousis Mengyu Zhang 《Financial Innovation》 2025年第1期171-194,共24页
The contribution of knowledge capital to firm value has increased significantly,from 25%in the 1970s to 45%in the 2010s(Belo et al.in Decomposing firm value J Financ Econ 143:619–639,2022).However,what influences fi... The contribution of knowledge capital to firm value has increased significantly,from 25%in the 1970s to 45%in the 2010s(Belo et al.in Decomposing firm value J Financ Econ 143:619–639,2022).However,what influences firms’ability to maximize the effect of knowledge capital on firm value?Drawing on insights from upper echelons,agency,and behavioral agency theories,we show that CEO characteristics are crucial in enabling firms to take advantage of knowledge stock.We empirically demonstrate that short-term CEO compensation structures are detrimental to a firm’s ability to take advantage of its knowledge stock.We further show that CEO power enhances knowledge stock and R&D intensity.Our study provides direct empirical evidence of the importance of CEO compensation structure and corporate governance in understanding firm value in a knowledge economy. 展开更多
关键词 INNOVATION patent Market value CEO power CEO compensation
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Research on Biopharmaceutical Innovation in Africa Based on Patent Information
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作者 Oluka Longinus Obinna Yuan Hongmei 《Asian Journal of Social Pharmacy》 2025年第3期289-297,共9页
Objective To explore the current state of biopharmaceutical innovation in Africa by analyzing patent data related to biopharmaceutical products in African countries.Methods Based on patent data,simple descriptive stat... Objective To explore the current state of biopharmaceutical innovation in Africa by analyzing patent data related to biopharmaceutical products in African countries.Methods Based on patent data,simple descriptive statistical methods were used to analyze the trend of patent applications,the geographical distribution of patents,and the distribution of applicants in the pharmaceutical field in Africa.Besides,Excel software was used to draw charts to visualize statistical information.Results and Conclusion According to the result,a large number of patents has been granted in these countries and the number is steadily rising each year.From the figure below,we can see that the largest number of patents was granted to Morocco in 2014 with a total number of 613 patents followed by Tunisia with 315 patents,the African Intellectual Property Organization(OAPI)with 124 patents,South Africa with 106 and Mozambique with 1 patent based on data availability(IncoPat Global Patent Search Database).It was observed that,as patents were granted,the number of applications filed on this continent increased.The largest number of patents has been recorded by Morocco,Tunisia and South Africa.Patent applications in Morocco increased fast with an average annual growth of 7.3%.The increase in patent applications is due to improved research infrastructure and enhanced research activities,which shows the importance of biopharmaceutical innovation in the continent. 展开更多
关键词 biopharmaceutical innovation patent statistical analysis challenges and suggestions
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Considerations and Normative Construction of Patentability for Technical Solutions Generated by Embodied Artificial Intelligence
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作者 Li Xiang 《科技与法律(中英文)》 2025年第5期137-148,共12页
Embodied intelligence represents a new paradigm for the cross-integration development of artificial intelli⁃gence.By endowing AI with a"physical body",it enables interaction with the real world,allowing AI t... Embodied intelligence represents a new paradigm for the cross-integration development of artificial intelli⁃gence.By endowing AI with a"physical body",it enables interaction with the real world,allowing AI to move beyond digital environments into the physical realm and demonstrate intelligence that simulates or even surpasses human capa⁃bilities.Although embodied artificial intelligence demonstrates substantial potential in the realm of invention and cre⁃ation,there remain challenges in obtaining patent authorization for its generated technical solutions,specifically con⁃cerning subject,object,and market aspects.To address these issues,the feasibility of the subject should be demon⁃strated from the perspective of embodied cognition theory,while the object should be justified from a techno-centric standpoint.Subsequently,a regulatory framework for the patentability of technical solutions generated by embodied in⁃telligence should be proposed.First,a more inclusive subject framework should be established,recognizing embodied artificial intelligence as an inventor alongside humans,thereby affirming a coexistent"inventor"identity.Second,pat⁃ent rights should be assigned to developers of embodied artificial intelligence,referencing the rights distribution para⁃digm under employment relationships.Third,the criteria for patent eligibility and the"three-aspect"examination stan⁃dards should be refined.Finally,mechanisms for optimizing the implementation of rights and risk prevention should be developed. 展开更多
关键词 embodied artificial intelligence patent Law techno-centrism EMERGENCE inventing entity
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