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Journal Article
Breeding report of a new blueberry variety Liandazhixia
Blueberries are rich in anthocyanins, vitamins, and trace elements, which can not only offer nutrints but also have various biological active functions to humen. Novel blueberry cultivars exhibit significant potential for applications in nutritional enhancement, pharmaceutical development, and…
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Journal Article
Breeding report of a new fig variety Zizuan with purple flesh and good quality
Zizuan is a new fig (Ficus carica L.) variety selected by Horticulture Institute of Guangxi Academy of Agricultural Sciences. It was selected from a bud sport of purple fruit in 2008 in Nanning. It was then propagated through grafting and cuttings for evaluation. Regional trials were conducted in…
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Journal Article
Breeding report of a new pear cultivar Jimei
Jimei is a new mid-late ripening pear cultivar with excellent appearance and compact tree structure. The seeding was derived from a cross between Huangguan and Zhongai No.1 in 2006 at the experimental field. It was initially selected in 2010 for its bright color and good quality, including a rich…
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Journal Article
Breeding of a new late-ripening and high cold resistance peach cultivar Qiuyue
China, with over 4000 years of peach cultivation history, dominates global production. Northeastern Hebei, leveraging its unique microclimate and fertile plains, is a key production region, boasting 130 000 hectares and over 2.7 million tons output in 2024. However, industry development is…
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Journal Article
A new early-ripening rose aroma table grape cultivar Tongmeigui
Tongmeigui is a new early ripening grape variety derived from the cross between Shine Muscat and Black Ballad by the First Seed Farm in Wucheng District. In 2016, we collected grape berries and obtained 263 seeds. After low-temperature storage, we obtained 167 hybrid seedlings in the spring of…
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Journal Article
Breeding of a new kiwiberry cultivar Actinidia arguta‘Jinongruanzao No.1’
Jinong Ruanzao No.1 was an excellent single plant found in the wild resource survey of Baoquanshan Town, Changbai County, Baishan City, Jilin Province in 2011, and was named Changbai 1101. In June 2012, green branch grafting was carried out, and in the next year, it was planted in the planting base…
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Journal Article
An exploration of a registration method for data intellectual property rightsLI Linqi，LI Xiaoyu
In the digital economy era, data, as a key production factor, has its property rights registration system playing a significant role in promoting the market-oriented circulation of data elements. The direction for data intellectual property protection was clarified at the national policy level, and…
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Journal Article
Research on Disaster Event Situational Awareness Based on Social Media Big Data
Accurate perception of disaster event dynamics relies on the timely and effective acquisition of relevant data carrying event information, as well as in-depth understanding and analysis of such data. Social media big data contains a wealth of event information. However, its characteristics of being…
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Journal Article
Stance Detection Method Based on Knowledge Augmentation and Adversarial Training
Stance detection is a crucial research direction in natural language processing, aiming to determine the author's supportive, opposing, or neutral attitude towards a specific target. To address challenges such as complex linguistic expressions, insufficient domain-specific knowledge, and weak model…
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Journal Article
DEIR: Dialogue Generation Enhancement via Implicit Intent Detection and Retrieval Models
Addressing the limitations of current dialogue systems in implicit intent understanding and knowledge accuracy, this paper proposes a Dialogue generation Enhancement framework based on Implicit intent detection and Retrieval models (DEIR). This framework departs from the traditional explicit intent…
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Journal Article
A Data Model Transformation Approach for Integrated Management and Analysis of Industrial Time-Series Data
In the context of Industrial Internet of Things (IIoT), time-series data represents the digitized records of physical quantities from devices—akin to an electrocardiogram for equipment. Such data plays a vital role in equipment status monitoring, fault diagnosis and early warning, and process…
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Journal Article
Deep Thinking on the Discipline of Data as Productive Factor
The recognition of data as the fifth factor of production represents a significant theoretical breakthrough. Unlike traditional factors of production such as land and capital, data is non-scarce; the more it is used, the more it accumulates and the greater its value becomes. Current artificial…
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Journal Article
An applied study of privacy preservation on the government affairs based on federated unlearning
Data has now become one of the key factors of production. Protecting data privacy during data circulation has emerged as a critical research focus. Federated Unlearning (FU) can effectively undo the influence of data on federated learning (FL) models, thereby further safeguarding user privacy…
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Journal Article
A Survey on the Applications of Large Language Models in Recommender Systems
The rise of large language models (LLMs) has brought new opportunities torecommender systems. However, existing research mainly focuses on the technical frameworks and engineering implementations of LLM-based recommender systems, lacking a systematic review of this interdisciplinary field. In…
Also available at: DOAJ
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Journal Article
Node Importance Evaluation Model for Educational Knowledge Graphs: Based on Topology Structure and Similarity Information Fusion
Educational Knowledge Graphs are important tools for representing relationships between knowledge and concepts in the field of education. Understanding and evaluating the importance of entities in such graphs is crucial for tasks like educational resource management and learning path…
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Journal Article
End-to-End Seismic Signals Denoising via Deep Residual Convolution and Self-Attention Mechanisms
Denoising of seismic waveform signals is crucial for seismic monitoring and seismological research. To this end, we propose an end-to-end deep learning method for denoising seismic waveforms. The method combines the deep convolutional network with multi-head self-attention mechanism. We employ…
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Journal Article
Construction of the Trusted Data Space Based on Reality-Data Integration
Facing the challenges of large-scale circulation of data factors, from the perspective of systems theory, a comprehensive solution of “the trusted data space (TDS) based on reality-data integration” is introduced. This solution is comprised primarily of: the design of institutional rules for the…
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Journal Article
Exploration of a registration method for data intellectual property
In the digital economy era, as a key production factor, the data property rights registration system of data plays a significant role in promoting the market-oriented circulation of data elements. The direction for data intellectual property protection has been clarified at the national policy…
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Journal Article
Optimization of the Hadoop ecosystem b ased on the dynamic trade-off model and SDAPC framework: cross-layer storage and computation synergy and trustworthy scheduling strategies
To address the core bottlenecks of high latency and low utilization in Hadoop ecosystem resource scheduling for the Zettabyte (ZB) era, this study proposes a cross-layer collaborative optimization method driven by a dynamic trade-off model. A SDAPC collaborative optimization framework integrating…
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