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An Empirical Analysis of the Effect of Text-Based Computer-Mediated Communication on Communicative Competence
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作者 王剑娜 《海外英语》 2016年第8期225-228,共4页
It has been suggested that text-based computer-mediated communication can help learners to use target language both in classrooms and in social contexts.It’s necessary to investigate the effect of text-based CMC on l... It has been suggested that text-based computer-mediated communication can help learners to use target language both in classrooms and in social contexts.It’s necessary to investigate the effect of text-based CMC on learners’communicative competence by conducting the method of systematic review.The findings implied that text-based CMC settings allowed learners to interact.The interaction provided learners with more opportunities to develop their communicative competence of target language. 展开更多
关键词 text-based computer-mediated communication(CMC) second language acquisition(SLA) communicATIVE compe
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Anonymity Effects and Implications in the Virtual Environment: From Crowd to Computer-Mediated Communication
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作者 Zuoming Wang 《Social Networking》 2018年第1期45-62,共18页
Anonymity, an important feature of computer-mediated communication (CMC), is embedded in this new technology. With the penetration of the Internet in society, many daily activities involve online interactions. Anonymi... Anonymity, an important feature of computer-mediated communication (CMC), is embedded in this new technology. With the penetration of the Internet in society, many daily activities involve online interactions. Anonymity affects both the task and social aspects of online communication including information exchange, decision making, and relationship development. This review examines the effects of anonymity on human behavior. It outlines how the prior literature has attempted to address this issue and how the Social Identity Deindividuation (SIDE) model has developed as an attempt to tackle this question. More importantly, it discusses a framework describing the multidimensions of anonymity in CMC [1], and subsequently raised five propositions inspired by this framework. Furthermore, using McLeod’s framework, this review evaluates SIDE studies with regard to their anonymity manipulations. This critique reveals possible future research directions for refining the SIDE model and better studying the effect of anonymity in virtual environment. 展开更多
关键词 ANONYMITY VIRTUAL Environment computer-mediated communication SIDE
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Analysis on Chinese/English Code-Switching in Computer-Mediated Communication Based on Meme Theory
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作者 张淳 石娟丽 《海外英语》 2011年第7X期11-14,共4页
Nowadays,computer-mediated communication(CMC) becomes one of the most convenient ways for people to connect with each other in which Chinese/English code-switching has been frequently used and widely spread.The articl... Nowadays,computer-mediated communication(CMC) becomes one of the most convenient ways for people to connect with each other in which Chinese/English code-switching has been frequently used and widely spread.The article will memeticly interpret this language phenomenon based on the authentic examples collected from various kinds of CMC,and point out that the Chinese/English code-switching in CMC is a kind of strong memeplex which includes many different strong memes,resulting in the popularity of Chinese/English code-switching in CMC. 展开更多
关键词 Chinese/English CODE-SWITCHING computer mediated communication(CMC) MEME THEORY strong MEMES
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Integrating Computer-Mediated Communication into an EAP course
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作者 Li Xiao Cao Ru-hua 《Frontiers of Education in China》 2006年第4期589-600,共12页
The development of the computer along with the widespread use of the Internet has rapidly promoted Computer-Mediated Communication(CMC)as a very important communication media,which can be used widely and effectively i... The development of the computer along with the widespread use of the Internet has rapidly promoted Computer-Mediated Communication(CMC)as a very important communication media,which can be used widely and effectively in foreign language teaching and learning.This essay tries to explore the advantages of CMC as well as its proposed application,beginning with the introduction of some concepts related to CMC.From the research history,the rationale of using CMC in foreign language learning is summarised.The context of an EAP course is introduced and some suggestions on using CMC in this course are proposed. 展开更多
关键词 computer-mediated communication(CMC) synchronous CMC asynchronous CMC English for academic purposes(EAP)
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国际期刊开放同行评议实施进展及效果研究——以《Nature Communications》为例
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作者 刘楚菲 盛怡瑾 《编辑学报》 北大核心 2026年第1期111-118,共8页
开放同行评议(open peer review,OPR)正在逐渐成为国际学术出版的重要实践方向,为了更加量化和直观地掌握开放同行评议的实践情况,本研究对《Nature Communications》近10年的OPR数据进行分析,系统考察该刊OPR模式的实施现状及效果。研... 开放同行评议(open peer review,OPR)正在逐渐成为国际学术出版的重要实践方向,为了更加量化和直观地掌握开放同行评议的实践情况,本研究对《Nature Communications》近10年的OPR数据进行分析,系统考察该刊OPR模式的实施现状及效果。研究表明,该刊OPR已由早期探索性试点逐步发展为常态化编辑政策,其中公开审稿报告的实施成效最为显著,占总论文数的74.92%;其次为公开审稿人姓名,占50.93%;“双公开”(同时公开审稿报告与审稿人姓名)占41.60%。在学术影响力方面,公开审稿报告与论文学科规范引文影响力(Category Normalized Citation Impact,CNCI)整体呈显著负相关,而公开审稿人姓名与CNCI之间未呈现显著关联。在科研诚信方面,撤稿论文的核心问题多数已在评审阶段被审稿人识别并提出,凸显了OPR在问题识别与风险预警中的重要价值。 展开更多
关键词 开放同行评议 实施进展 学术影响力 科研诚信 《Nature communications》
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To the Communications Community——2026 New Year's Message
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作者 Zhang Ping 《ZTE Communications》 2026年第1期1-1,共1页
At this historic juncture of deepening technological revolution and industrial transformation,China's communication sector stands on the eve of another great leap forward.Reflecting on the development of communica... At this historic juncture of deepening technological revolution and industrial transformation,China's communication sector stands on the eve of another great leap forward.Reflecting on the development of communications over the past two decades,China has forged an innovative path from catching up to keeping pace and then to leading the way.Today,at the new starting point of 6G development and facing the paradigm shift brought about by“AI+communications,”China's scientific research community,with the courage to venture into uncharted territory,is advancing original theories such as the new communication paradigm based on a unified theoretical framework of information theory to the global forefront. 展开更多
关键词 G communicationS technological revolution AI industrial transformationchinas industrial transformation paradigm shift development communications
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Opening Moves Involved in Text-based Computer-Mediated-Communication (CMC) by Chinese Adults
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作者 李莉华 《海外英语》 2011年第3X期257-258,260,共3页
The development of science and technology has made it not only possible but very convenient for people living in different parts of the world to communicate with each other, thus bringing forth a new form of communica... The development of science and technology has made it not only possible but very convenient for people living in different parts of the world to communicate with each other, thus bringing forth a new form of communication: computer-mediated communication (CMC). Text-based CMC is one of the most popular forms of CMC in which people send instant messages to others in different settings. Since this mode of interaction combines features of both the written and spoken language (Greenfield & Subrahmanyam, 2003), it's of great interest whether it follows the same sequential rule as the telephone conversation. However, compared to telephone conversations, computer-mediated communication has received much less attention, let alone text-based CMC. The existing body of literature mostly focuses on content analysis and linguistic features but neglects the sequential organization of such interaction (Paolillo, 1999; Greenfield and Subrahmanyam, 2003; Herring, 1999). In light of this, this paper examines the opening moves of instant message exchanges among Chinese adults in an attempt to find out the unique features characterizing the way they open an online chat. The framework that was chosen for data analysis was the sequential model proposed by Schegloff for American telephone openings. 展开更多
关键词 computer-mediated communication(CMC) Text-based CMC OPENING MOVES instant message exchanges on line chat sequential model
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Energy Efficient Covert Communication in a Direct Uplink Satellite-Ground Communication Scenario
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作者 Fu Shu Zeng Wen +1 位作者 Yin Liuguo Zhao Lian 《China Communications》 2026年第1期166-174,共9页
Efficient energy utilization in covert communication sustains covertness while assuring communication quality and efficiency.This paper investigates covert communication energy efficiency(EE)in direct uplink satellite... Efficient energy utilization in covert communication sustains covertness while assuring communication quality and efficiency.This paper investigates covert communication energy efficiency(EE)in direct uplink satellite-ground communications,focusing on enhancing system EE via optimized transmit beamforming and satellite orbit altitude selection.This paper first establishes an optimization problem to maximize system EE in a direct uplink satelliteground covert communication scenario.To solve this non-convex optimization problem,it is decomposed into two subproblems and solved using the successive convex approximation(SCA)method.Based on the above methods,this paper proposes an overall iterative optimization algorithm.Simulation results demonstrate that the proposed algorithm surpasses the conventional baseline algorithms in terms of system EE.Furthermore,they elucidate the correlation between the amount of information received by the receiver and the variations in the satellite’s orbital altitude. 展开更多
关键词 covert communication direct uplink satellite-ground communication energy efficiency
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Enhancing Disaster Response with IoFT:An Adaptive Communication Model for UAV-Based Surveillance
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作者 A.F.M.Suaib Akhter 《Computer Modeling in Engineering & Sciences》 2026年第2期893-921,共29页
The modern world remains vulnerable to natural disasters,including floods,earthquakes,wildfires,and others.These events remain unpredictable and inevitable,and recovering quickly and effectively requires significant e... The modern world remains vulnerable to natural disasters,including floods,earthquakes,wildfires,and others.These events remain unpredictable and inevitable,and recovering quickly and effectively requires significant effort and expense.Monitoring is becoming more efficient thanks to technologies such as Unmanned Aerial Vehicles(UAVs),which can access hard-to-reach areas and provide real-time data.However,in disaster-affected areas,these monitoring systems may encounter many obstacles when communicating with servers or transmitting monitored data.This paper proposes an adaptive communication model to overcome the challenges faced in disaster-affected areas.A base station is responsible for collecting data(such as images and videos)captured by UAVs performing surveillance within its communication range.This station is typically a tower providing fixed cellular network service.However,in the absence of such a tower,a selected UAV may serve as the station,depending on the situation.If surveillance needs to be performed outside the coverage area,it can continue to communicate via nearby UAVs through cooperative communication.UAVs with internet support,known as the Internet of Flying Things(IoFT),will also be utilized to enhance communication capacity and efficiency.The proposed communication model is validated through experiments,showing superior data transmission performance and higher throughput.Analysis indicates it outperforms traditional systems,even in rural areas,with or without internet access. 展开更多
关键词 UAV communication IoFT natural disaster IOT
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A Study of the Cross-cultural Communication of Traditional Chinese Medicine in France
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作者 WU Yulin XUE Wen 《Chinese Medicine and Culture》 2026年第1期93-109,共17页
This paper divides the centuries-long communication of traditional Chinese medicine(TCM)in France into three progressive stages:the first stage(17th to 19th centuries),characterized by academic recognition and knowled... This paper divides the centuries-long communication of traditional Chinese medicine(TCM)in France into three progressive stages:the first stage(17th to 19th centuries),characterized by academic recognition and knowledge transmission;the second stage(mid-19th century to late 20th century),focusing on clinical verification and school-based innovation;and the third stage(late 20th century to the present),marked by cultural integration and pluralistic coexistence within systems.The introduction of TCM in France is a process of cross-cultural adaptation and coexistence driven by specific health needs in French society,such as chronic disease management and complementary therapies.The French medical community and sociocultural context have not only verified and interpreted TCM through an empirical scientific perspective,but also realized creative localization by developing indigenous schools such as electroacupuncture and auricular acupuncture.Eventually,through institutional measures including national certification,terminology standardization,and networked healthcare services,TCM has been deeply integrated into France’s medical system and social context,forming a stable ecosystem of cross-cultural adaptation and pluralistic coexistence.The French experience,which takes aligning with local health needs as the starting point,stimulating localized cultural innovation as the core,and promoting systematic integration into local systems as the support,presents a picture of traditional medicine serving modern society,the improvement of global health,as well as mutual learning and symbiosis among different civilizations. 展开更多
关键词 Traditional Chinese medicine CULTURE Cultural communication FRANCE
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Analysis of Ningxia’s Tourism Culture and Ethnic Exchange,Communication and Integration
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作者 SHI Ruiqing 《Cultural and Religious Studies》 2026年第1期78-82,共5页
Ningxia is an ethnic gathering area boasting abundant tourism and cultural resources.Developing the cause of tourism and culture is an important way to encourage all ethnic groups to respect differences,embrace divers... Ningxia is an ethnic gathering area boasting abundant tourism and cultural resources.Developing the cause of tourism and culture is an important way to encourage all ethnic groups to respect differences,embrace diversity,and demonstrate their interactions,exchanges,and integration in tourism activities.As an important preserve of the distinctive cultures of the Chinese nation and a prominent world tourist destination,Ningxia should strive to foster and consolidate the sense of a community with a shared future for the Chinese nation in developing its tourism and culture under the new historical conditions.It is imperative to advance the prosperity and development of tourism and culture in boosting ethnic interactions,exchanges,and integration through the formulation of tourism and cultural policies and plans,as well as the development and design of tourism and cultural projects. 展开更多
关键词 Ningxia tourism culture EXCHANGE communication and integration
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MoS_(2)quantum dots/AlGaN nanowire heterostructure-based photodetectors for solar-blind photodetection and optical communication
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作者 Menglong Wang Wei Chen +4 位作者 Xin Liu Wengang Gu Yang Li Xudong Yang Haiding Sun 《Journal of Semiconductors》 2026年第3期94-101,共8页
Solar-blind ultraviolet photodetectors(UV PDs),capable of detecting UV radiation without interference from sun-light,have attracted significant interest.Herein,we propose a 0D/1D heterostructure for UV PDs,which was f... Solar-blind ultraviolet photodetectors(UV PDs),capable of detecting UV radiation without interference from sun-light,have attracted significant interest.Herein,we propose a 0D/1D heterostructure for UV PDs,which was fabricated by spin-coating MoS_(2)quantum dots onto p-AlGaN nanowires.The device achieves a high responsivity of 175.5 mA/W and a fast response speed of 83 ms at 250 nm illumination under self-powered mode,which improved nearly 1235%and 521%after MoS_(2)decoration,respectively.These improvements can be attributed to the type-Ⅱheterostructure formed between p-AlGaN and MoS_(2),which facilitates enhanced charge separation and carrier transport.Later,we demonstrate the implementation of this device in optical communication,achieving high-accuracy transmission of"GaN"ASCII code signals.Such a 0D/1D het-erostructure provides an effective strategy for high-performance solar-blind UV PD. 展开更多
关键词 AlGaN nanowires ultraviolet photodetector optical communication
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Importance-Aware Image Segmentation-Based Semantic Communication for Autonomous Driving
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作者 Lyu Jie Tong Haonan +4 位作者 Pan Qiang Zhang Zhilong He Xinxin Luo Tao Yin Changchuan 《China Communications》 2026年第2期228-243,共16页
This article studies the problem of image segmentation-based semantic communication in autonomous driving.In real traffic scenes,the detecting of objects(e.g.,vehicles and pedestrians)is more important to guarantee dr... This article studies the problem of image segmentation-based semantic communication in autonomous driving.In real traffic scenes,the detecting of objects(e.g.,vehicles and pedestrians)is more important to guarantee driving safety,which is always ignored in existing works.Therefore,we propose a vehicular image segmentation-oriented semantic communication system,termed VIS-SemCom,focusing on transmitting and recovering image semantic features of high-important objects to reduce transmission redundancy.First,we develop a semantic codec based on Swin Transformer architecture,which expands the perceptual field thus improving the segmentation accuracy.To highlight the important objects'accuracy,we propose a multi-scale semantic extraction method by assigning the number of Swin Transformer blocks for diverse resolution semantic features.Also,an importance-aware loss incorporating important levels is devised,and an online hard example mining(OHEM)strategy is proposed to handle small sample issues in the dataset.Finally,experimental results demonstrate that the proposed VIS-SemCom can achieve a significant mean intersection over union(mIoU)performance in the SNR regions,a reduction of transmitted data volume by about 60%at 60%mIoU,and improve the segmentation accuracy of important objects,compared to baseline image communication. 展开更多
关键词 autonomous driving image segmentation semantic communication Swin Transformer
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Bias Calibration under Constrained Communication Using Modified Kalman Filter:Algorithm Design and Application to Gyroscope Parameter Error Calibration
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作者 Qi Li Yifan Wang +2 位作者 Yuxi Liu Xingjing She Yixuan Wu 《Computer Modeling in Engineering & Sciences》 2026年第1期680-697,共18页
In data communication,limited communication resources often lead to measurement bias,which adversely affects subsequent system estimation if not effectively handled.This paper proposes a novel bias calibration algorit... In data communication,limited communication resources often lead to measurement bias,which adversely affects subsequent system estimation if not effectively handled.This paper proposes a novel bias calibration algorithm under communication constraints to achieve accurate system states of the interested system.An output-based event-triggered scheme is first employed to alleviate transmission burden.Accounting for the limited-communication-induced measurement bias,a novel bias calibration algorithm following the Kalman filtering line is developed to restrain the effect of the measurement bias on system estimation,thereby achieving accurate system state estimates.Subsequently,the Field Programmable Gate Array(FPGA)implementation of the proposed algorithm is also realized with the hope of providing fast bias calibration in practical scenarios.A simulation about a numerical example and a practical example(for gyroscope’s angular velocity bias calibration)on MATLAB is provided to demonstrate the feasibility and effectiveness of the proposed algorithm. 展开更多
关键词 Bias calibration state estimation limited communication event-Triggered scheme
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T-Pointer:A Chinese Text Semantic Extraction Model for Semantic Communication
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作者 Qian Liping Qian Jiang +3 位作者 Wu Wanwan Huang Liang Wu Yuan Yang Xiaoniu 《China Communications》 2026年第2期298-311,共14页
Text semantic extraction has been envisioned as a promising solution to improve the data transmission efficiency with the limited radio resources for the autonomous interactions among machines and things in the future... Text semantic extraction has been envisioned as a promising solution to improve the data transmission efficiency with the limited radio resources for the autonomous interactions among machines and things in the future sixth-generation(6G)wireless networks.In this paper,we propose a Chinese text semantic extraction model,namely T-Pointer,to improve the quality of semantic extraction by integrating the Transformer with the pointer-generator network.The proposed T-Pointer model consists of a semantic encoder and a semantic decoder.In the encoding stage,we use the multi-head attention mechanism of the Transformer to extract semantic features from the input Chinese text.In the decoding stage,we first use the Transformer to extract multi-level global text features.Then,we introduce the pointer-generator network model to directly copy the keyword information from the source text.The simulation results demonstrate that the T-Pointer model can improve the bilingual evaluation understudy(BLEU)and recalloriented understudy for gisting evaluation(ROUGE)by 14.69%and 14.87%on average in comparison with the state-of-the-art models,respectively.Also,we implement the T-Pointer model on a semantic communication system based on the universal software radio peripheral(USRP)platform.The result shows that the packet delay of semantic transmission can be reduced by 52.05%on average,compared to traditional information transmission. 展开更多
关键词 attention mechanism pointer-generator network semantic communication semantic extraction TRANSFORMER
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Bayesian Blind Multiple Signals Localization for NGSO Satellite Communications
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作者 Liu Yilun Teng Boyu Yuan Xiaojun 《China Communications》 2026年第2期69-84,共16页
The acquisition of position information of legitimate users and jammers plays an important role in the emerging non-geostationary synchronous orbit(NGSO)satellite communications.In this paper,we study the multi-signal... The acquisition of position information of legitimate users and jammers plays an important role in the emerging non-geostationary synchronous orbit(NGSO)satellite communications.In this paper,we study the multi-signal localization problem in an uplink NGSO satellite communication system.We propose an onboard localization scheme based on multiple observations from the satellite,together with the geometric constraints of the satellite postions,the signal positions,the attitude of the satellite,and the angle-of-arrival(AoAs)of the signals.We develop a massage-passing algorithm,termed the Bayesian blind multi-signal localization(BMSL),to jointly estimate the AoAs and the signal positions.The Cramér-Rao lower bound(CRLB)is derived to characterize the fundamental performance limit of the considered localization problem.Simulation results show that the proposed BMSL algorithm can perform close to the derived CRLB and significantly outperforms its counterpart algorithms. 展开更多
关键词 AoA estimation message passing multisignal localization satellite communications
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Channel Characteristics Analysis in Semi-Basement Scenarios for Smart Meter Communication Systems
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作者 Wang Qing Zhang Zhaolei +1 位作者 Liu Yu Ren Yi 《China Communications》 2026年第1期92-106,共15页
The smart meter communication system has substantial application value for the construction and upgrading of the entire power system.The deployment of the transmitter(Tx)of the smart meter system in the residential sc... The smart meter communication system has substantial application value for the construction and upgrading of the entire power system.The deployment of the transmitter(Tx)of the smart meter system in the residential scenarios is vexed by the need for more theoretical support.This paper mainly studies the communication channel between the Tx at semibasement and receiver(Rx)at outdoor.The design of an effective communication system relies on an accurate understanding of channel characteristics.Channel measurements and ray-tracing channel modeling are conducted to obtain channel data.The influence of different positions at same semi-basement is studied.Typical channel characteristics are analyzed,such as power delay profile(PDP),power angular profile(PAP),root-mean-square(RMS)delay spread(DS),channel capacity,received power,and path loss.The influence of different semi-basement placements and different floor heights is also compared.Besides,the channel measurements and simulation data fit well,which can illustrate the validity and reliability of the acquired channel data.This paper can provide theoretical support for the design and optimization of smart meter communication systems in semi-basement scenarios. 展开更多
关键词 channel characteristics channel measurements ray-tracing method semi-basement scenarios smart meter communication
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A Distributed Anonymous Reputation System for V2X Communication
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作者 Shahidatul Sadiah Toru Nakanishi 《Computers, Materials & Continua》 2026年第4期1030-1050,共21页
V2X communication enables vehicles to share real-time traffic and road-condition data,but binding messages to persistent identifiers enables location tracking.Furthermore,since forged reports from malicious vehicles c... V2X communication enables vehicles to share real-time traffic and road-condition data,but binding messages to persistent identifiers enables location tracking.Furthermore,since forged reports from malicious vehicles can distort trust decisions and threaten road safety,privacy-preserving trust management is essential.Lu et al.previously presented BARS,an anonymous reputation mechanism founded on blockchain technology to establish a privacy-preserving trust architecture for V2X communication.In this system,reputation certificates without a vehicle identifier ensure anonymity,while two authorities jointly manage certificate issuance and reputation updates.However,the centralized certificate updates introduce scalability limitations,and the authorities can trace vehicle behavioral information,which threatens privacy guarantees.Several subsequent systems derived from BARS still rely on centralized certificate management and are subject to authority-side privacy leakage.As a result,a key challenge in this line of research remains unresolved:how to decentralize the certificate-update process while preserving privacy against the authorities in privacy-preservingV2X trustmanagement.In this paper,we propose a distributed anonymous reputation system for V2X communication,based on an anonymous reputation system for crowdsensing.In our proposed system for V2X communication,the server is distributed to a certificate authority(CA)and roadside units(RSUs).Each vehicle shows the reputation level to the nearest RSU at the beginning of each time interval,and registers a short-time public key.In the interval,the messages from the vehicle are authenticated under the public key and are scored.At the end of the interval,the nearest RSU updates the certificate anonymously.Our solution decentralizes the certificate-update process by assigning each update to the nearest RSU.A zero-knowledge-proof-based show protocol removes the need for any central authority to handle vehicle certificates and thus prevents the authorities from tracing vehicle activities.Compared with BARS,where centralized authorities must update the reputation certificates of many vehicles and may incur communication and processing delays,our system performs each update locally at the nearest RSUonce per interval.The required interaction consists only of a fewkilobytes of communication and a zero-knowledge proof that is almost fully precomputed on the vehicle side,while the RSU-side processing is estimated to take about 40 ms based on timingmeasurements of the underlying cryptographic operations.This distributed updatemodel avoids the centralized bottleneck of BARS and simultaneously removes the privacy risk arising from authority collusion. 展开更多
关键词 V2X communication anonymous reputation system proof of knowledge
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Integrating Ideological Education With Competency Cultivation:Teaching Practices for an Intercultural Communication Course Under the New Liberal Arts Background
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作者 WU Yuan 《Sino-US English Teaching》 2026年第1期10-16,共7页
This study investigates how to pedagogically integrate ideological education with competency development in the Intercultural Communication course,a challenge arising from China’s dual reform contexts of the New Libe... This study investigates how to pedagogically integrate ideological education with competency development in the Intercultural Communication course,a challenge arising from China’s dual reform contexts of the New Liberal Arts initiative and the national curriculum ideology policy.As global interactions intensify,cultivating foreign language professionals who possess both firm cultural confidence and sophisticated intercultural competence have become a critical educational imperative.This exploratory study investigates how a three-dimensional“Value-Knowledge-Competency”framework can guide the redesign of course content,task design,and assessment to achieve organic fusion.Drawing on qualitative data from a case study,it analyzes specific implementation pathways,synthesizes teacher and student feedback,and discusses the resultant challenges and broader implications for foreign language curriculum reform.The findings suggest that such an integrated approach can effectively synergize value guidance with skill cultivation,though its success hinges on overcoming issues related to pedagogical naturalness,resource allocation,and standardized evaluation. 展开更多
关键词 New Liberal Arts ideological-political education Intercultural communication teaching practice integrated framework
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A cognitive agriculture framework for crop temperature prediction with semantic communication
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作者 Hao Liu Xinyao Pan +4 位作者 Wenhan Long Yonghui Wu Lu Liu John Panneerselvam Rongbo Zhu 《Digital Communications and Networks》 2026年第1期38-51,共14页
Accurate prediction of environmental temperature is pivotal for promoting sustainable crop growth.At present,the most effective temperature sensing and prediction system is the Agricultural Internet of Things(AIoT),wh... Accurate prediction of environmental temperature is pivotal for promoting sustainable crop growth.At present,the most effective temperature sensing and prediction system is the Agricultural Internet of Things(AIoT),which deploys a large number of sensors to collect meteorological data and transmits them to the cloud server for prediction.However,this procedure is computationally and communicationally expensive for resourceconstrained AIoT.Recently,Semantic Communication(SC)has shown potential in efficient data transmission,but existing methods overlook the repetitive semantic information whilst sensing data,bringing additional overheads.With the resource-constraint nature of AIoT in mind,we propose the Semantic Communication-enabled Cognitive Agriculture Framework(SC-CAF)for delivering accurate temperature predictions.The proposed SC-CAF incorporates an intelligent analysis layer that performs the temperature prediction and model training and distribution,while a semantic layer transmitting the semantic information extracted from raw data based on the download model,ultimately to reduce communication overheads in AIoT.Furthermore,we propose a novel model called the Light Temperature Semantic Communication(LTSC)by adopting skip-attention and semantic compressor to avoid unnecessary computation and repetitive information,thereby addressing the semantic redundancy issues in sensing data.We also develop a Semantic-based Model Compression(SCMC)algorithm to alleviate the computation and bandwidth burden,enabling AIoT to explore the extensive usage of SC.Experimental results demonstrate that the proposed SC-CAF achieves the lowest prediction error while reducing Floating Point Operations(FLOPs)by 95.88%,memory requirements by 78.30%,Graphics Processing Unit(GPU)power by 50.77%,and time latency by 84.44%,outperforming notable state-of-the-art methods. 展开更多
关键词 Agricultural Internet of Things Cognitive agriculture Semantic communication Temperature prediction Model compression
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