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On the Hosoya index of graphs 被引量:1
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作者 WANG Bo YE Cheng-fu YAN Li-ying 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第2期155-161,共7页
Let G be a (molecular) graph. The Hosoya index Z(G) of G is defined as the number of subsets of the edge set E(G) in which no two edges are adjacent in G, i.e., Z(G) is the total number of matchings of G. In t... Let G be a (molecular) graph. The Hosoya index Z(G) of G is defined as the number of subsets of the edge set E(G) in which no two edges are adjacent in G, i.e., Z(G) is the total number of matchings of G. In this paper, we determine all the connected graphs G with n + 1 ≤ Z(G) ≤5n - 17 for n ≥ 19. As a byproduct, the graphs of n vertices with Hosoya index from the second smallest value to the twenty first smallest value are obtained for n ≥ 19. 展开更多
关键词 graph Hosoya index MATCHING
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The atom-bond connectivity index of chemical bicyclic graphs 被引量:4
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作者 CHEN Jin-song GUO Xiao-feng 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2012年第2期243-252,共10页
The atom-bond connectivity(ABC) index provides a good model for the stability of linear and branched alkanes as well as the strain energy of cycloalkanes,which is defined as ABC(G) =∑ uv∈E(G) √d u+dv-2 dudv,... The atom-bond connectivity(ABC) index provides a good model for the stability of linear and branched alkanes as well as the strain energy of cycloalkanes,which is defined as ABC(G) =∑ uv∈E(G) √d u+dv-2 dudv,where du denotes the degree of a vertex u in G.A chemical graph is a graph in which no vertex has degree greater than 4.In this paper,we obtain the sharp upper and lower bounds on ABC index of chemical bicyclic graphs. 展开更多
关键词 atom-bond connectivity index chemical bicyclic graph bound.
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The Inertia Indexes of One Special Kind of Tricyclic Graphs 被引量:1
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作者 Haicheng Ma Chengling Xie 《Applied Mathematics》 2019年第1期11-18,共8页
Let G be a graph and A=(aij)n×n be the adjacency matrix of G, the eigenvalues of A are said to be the eigenvalues of the graph G, and to form the spectrum of this graph. The numbers of positive, negative and zero... Let G be a graph and A=(aij)n×n be the adjacency matrix of G, the eigenvalues of A are said to be the eigenvalues of the graph G, and to form the spectrum of this graph. The numbers of positive, negative and zero eigenvalues in the spectrum of the graph G are called positive and negative inertia indexes and nullity of the graph G, are denoted by p(G), n(G), η(G), respectively, and are collectively called inertia indexes of the graph G. The inertia indexes have many important applications in chemistry and mathematics. The purpose of the research of this paper is to calculate the inertia indexes of one special kind of tricyclic graphs. A new calculation method of the inertia indexes of this tricyclic graphs with large vertices is given, and the inertia indexes of this tricyclic graphs with fewer vertices can be calculated by Matlab. 展开更多
关键词 TRICYCLIC graphS Positive INERTIA index Negative INERTIA index NULLITY
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The Smallest Hosoya Index of Bicyclic Graphs with Given Pendent Vertices 被引量:1
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作者 Lihua YOU Chaoxia WEI Zhifu YOU 《Journal of Mathematical Research with Applications》 CSCD 2014年第1期12-32,共21页
Let G be a graph. The Hosoya index Z(G) of a graph G is defined to be the total number of its matchings. In this paper, we characterize the graph with the smallest Hosoya index of bicyclic graphs with given pendent ... Let G be a graph. The Hosoya index Z(G) of a graph G is defined to be the total number of its matchings. In this paper, we characterize the graph with the smallest Hosoya index of bicyclic graphs with given pendent vertices. Finally, we present a new proof about the smallest Hosoya index of bicyclic graphs. 展开更多
关键词 Hosoya index bicyclic graph pendent vertex matching.
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On the Supereulerian Index of a Graph 被引量:1
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作者 熊黎明 严慧亚 《Journal of Beijing Institute of Technology》 EI CAS 2005年第4期453-457,共5页
Two methods for determining the supereulerian index of a graph G are given. A sharp upper bound and a sharp lower bound on the supereulerian index by studying the branch bonds of G are got.
关键词 supereulerian index iterated line graph split block branch-bond
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The Schultz Index and Schultz Polynomial of the Jahangir Graphs <i>J </i><sub>5, <i>m </i></sub> 被引量:2
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作者 Mohammad Reza Farahani Wei Gao 《Applied Mathematics》 2015年第14期2319-2325,共7页
Let G be simple connected graph with the vertex and edge sets V (G) and E (G), respectively. The Schultz and Modified Schultz indices of a connected graph G are defined as and , where d (u, v) is the distance between ... Let G be simple connected graph with the vertex and edge sets V (G) and E (G), respectively. The Schultz and Modified Schultz indices of a connected graph G are defined as and , where d (u, v) is the distance between vertices u and v?;dv is the degree of vertex v of G. In this paper, computation of the Schultz and Modified Schultz indices of the Jahangir graphs J5,m is proposed. 展开更多
关键词 WIENER index Schultz index Modified Schultz index Distance Jahangir graphS
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Comprehensive assessment of heavy metal pollution in river and lake sediments using face graph and index of geoaccumulation 被引量:1
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作者 Liu Wenxin Tang Hongxiao Luan Zhaokun Research Center for Eco-Environmental Sciences,Chinese Academy of Sciences,Beijing 100085,China 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 1997年第1期40-48,共9页
Surface sedimental samples were collected from(1)Le An River in Jiangxi Province, south of China,and(2)several lakes located in southwest of Germany.Concentrations of heavy metals in these samples were determined.More... Surface sedimental samples were collected from(1)Le An River in Jiangxi Province, south of China,and(2)several lakes located in southwest of Germany.Concentrations of heavy metals in these samples were determined.Moreover,the situations of heavy metal pollution in two regions were comprehensively assessed by combined index of geoaccumulation with visualized multi- variate graphical method——modified Chernoff Face Graph.Face graphs intuitively demonstrated strong heavy metal contamination in Le An River,especially copper pollution.However,in lakes' sedimental samples,contamination of other heavy metals showed mild or clean except cadmium and chromium. 展开更多
关键词 heavy metals SEDIMENT assessment index of geoaccumulation face graph.
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Bounds of the Estrada index of graphs
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作者 LIU Jian-ping LIU Bo-lian 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第3期325-330,共6页
Let G be a graph of order n and let λ1, λ2,...,λn be its eigenvalues. The Estrada index[2] of G is defined as EE = EE(G) =∑i=1^n e^λi.In this paper, new bounds for EE are established, as well as some relations ... Let G be a graph of order n and let λ1, λ2,...,λn be its eigenvalues. The Estrada index[2] of G is defined as EE = EE(G) =∑i=1^n e^λi.In this paper, new bounds for EE are established, as well as some relations between EE and graph energy E. 展开更多
关键词 graph spectrum Estrada index BOUND energy (of graph).
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The Second Largest Balaban Index(Sum-Balaban Index) of Unicyclic Graphs
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作者 Wei FANG Yubin GAO +1 位作者 Kai FAN Zhongshan LI 《Journal of Mathematical Research with Applications》 CSCD 2017年第4期391-403,共13页
Balaban index and Sum-Balaban index were used in various quantitative structureproperty relationship and quantitative structure activity relationship studies. In this paper,the unicyclic graphs with the second largest... Balaban index and Sum-Balaban index were used in various quantitative structureproperty relationship and quantitative structure activity relationship studies. In this paper,the unicyclic graphs with the second largest Balaban index and the second largest SumBalaban index among all unicyclic graphs on n vertices are characterized, respectively. 展开更多
关键词 Balaban index Sum-Balaban index unicyclic graph
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On Eccentric Connectivity Index and Polynomial of Thorn Graph 被引量:1
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作者 Nilanjan De 《Applied Mathematics》 2012年第8期931-934,共4页
The eccentric connectivity index based on degree and eccentricity of the vertices of a graph is a widely used graph invariant in mathematics. In this paper we present the explicit generalized expressions for the eccen... The eccentric connectivity index based on degree and eccentricity of the vertices of a graph is a widely used graph invariant in mathematics. In this paper we present the explicit generalized expressions for the eccentric connectivity index and polynomial of the thorn graphs, and then consider some particular cases. 展开更多
关键词 Ecentricity ECCENTRIC CONNECTIVITY index ECCENTRIC CONNECTIVITY POLYNOMIAL THORN graphS
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On Unicyclic Graph with Minimal Second Atom-Bond Connectivity Index
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作者 Wenqin LIU Biao ZHAO 《Journal of Mathematical Research with Applications》 CSCD 2019年第1期1-9,共9页
Another version of atom-bond connectivity index was defined by Graovac and Ghorbani, and called the second atom-bond connectivity index(ABC_2), which can provide convenience for molecular feature and its extreme value... Another version of atom-bond connectivity index was defined by Graovac and Ghorbani, and called the second atom-bond connectivity index(ABC_2), which can provide convenience for molecular feature and its extreme values are the focus of study. In this paper, by fractional comparison, we give the structural properties of the extremal graphs which attain the minimal ABC_2 index of unicyclic graphs of order n. 展开更多
关键词 the SECOND atom-bond CONNECTIVITY index unicyclic graph FRACTIONAL comparison MINIMAL value
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The Minimum Hosoya Index of a Kind of Tetracyclic Graph
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作者 Xueji Jiu 《Journal of Applied Mathematics and Physics》 2023年第11期3366-3376,共11页
Let be a graph with n vertices and m edges. The sum of absolute value of all coefficients of matching polynomial is called Hosoya index. In this paper, we determine 2<sup>nd</sup> to 4<sup>th</sup... Let be a graph with n vertices and m edges. The sum of absolute value of all coefficients of matching polynomial is called Hosoya index. In this paper, we determine 2<sup>nd</sup> to 4<sup>th</sup> minimum Hosoya index of a kind of tetracyclic graph, with m = n +3. 展开更多
关键词 Matching Polynomial Hosoya index Tetracyclic graph Extremal graph
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The Wiener Index of an Undirected Power Graph
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作者 Volkan Aşkin Şerife Büyükköse 《Advances in Linear Algebra & Matrix Theory》 2021年第1期21-29,共9页
The undirected power graph <i>P</i>(<i>Z<sub>n</sub></i>) of a finite group <i>Z<sub>n</sub></i> is the graph with vertex set G and two distinct vertices u a... The undirected power graph <i>P</i>(<i>Z<sub>n</sub></i>) of a finite group <i>Z<sub>n</sub></i> is the graph with vertex set G and two distinct vertices u and v are adjacent if and only if <i>u</i> ≠ <i>v</i> and <img src="Edit_3b1df203-9ff2-4c13-93d1-4bba568eae54.png" width="40" height="20" alt="" /> or <img src="Edit_094c8f88-deb6-4f41-825a-ba91c0306ae8.png" width="40" height="20" alt="" />. The Wiener index <i>W</i>(<i>P</i>(<i>Z<sub>n</sub></i>)) of an undirected power graph <i>P</i>(<i>Z<sub>n</sub></i>) is defined to be sum <img src="Edit_348337df-b9c2-480d-9713-ec299a6fcd4e.png" width="110" height="25" alt="" /> of distances between all unordered pair of vertices in <i>P</i>(<i>Z<sub>n</sub></i>). Similarly, the edge-Wiener index <i>W<sub>e</sub></i>(<i>P</i>(<i>Z<sub>n</sub></i>)) of <i>P</i>(<i>Z<sub>n</sub></i>) is defined to be the sum <img src="Edit_e9b89765-f71e-4865-a0c5-c688710ff0c6.png" width="60" height="25" alt="" /> of distances between all unordered pairs of edges in <i>P</i>(<i>Z<sub>n</sub></i>). In this paper, we concentrate on the wiener index of a power graph <img src="Edit_dff0cd99-eb11-4123-a437-78cbbd8ebf96.png" width="40" height="20" alt="" />, <i>P</i>(<i>Z<sub>pq</sub></i>) and <i>P</i>(<i>Z<sub>p</sub></i>). Firstly, we obtain new results on the wiener index and edge-wiener index of power graph <i>P</i>(<i>Z<sub>n</sub></i>), using <i>m,n</i> and Euler function. Also, we obtain an equivalence between the edge-wiener index and wiener index of a power graph of <i>Z<sub>n</sub></i>. 展开更多
关键词 Wiener index Edge-Wiener index An Undirected Power graph Line graph
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基于SA-GFSTCN的高速公路交通拥堵预测研究
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作者 王庆荣 高桓伊 +1 位作者 朱昌锋 王俊杰 《计算机工程》 北大核心 2026年第4期446-456,共11页
针对现有交通拥堵预测方法中拥堵指数定义单一、静态-自适应图信息无法有效融合的问题,设计一种创新的交通拥堵指数(TCI),并提出基于静态-自适应图融合的交通拥堵预测模型——SA-GFSTCN。首先,根据平均速度、交通流量和时间占有率3项指... 针对现有交通拥堵预测方法中拥堵指数定义单一、静态-自适应图信息无法有效融合的问题,设计一种创新的交通拥堵指数(TCI),并提出基于静态-自适应图融合的交通拥堵预测模型——SA-GFSTCN。首先,根据平均速度、交通流量和时间占有率3项指标反映的道路使用情况和交通流状况,定义TCI;然后,模型采用并行架构处理输入数据,使用时空卷积和时空注意力模块对静态路网结构进行处理,提取固定的结构性信息及其时空特征;接着,采用自适应图卷积和门控时间卷积处理自适应图数据,并提取动态的时空关联特征;最后,通过交叉注意力机制将这两部分输出进行有效融合。在2个真实的交通数据集上的实验结果表明,SA-GFSTCN模型在平均绝对误差(MAE)、平均绝对百分比误差(MAPE)、均方根误差(RMSE)3项指标上相较于最优基线模型分别提升了0.27与0.20、0.22与0.23百分点、0.38与0.36,验证了SA-GFSTCN模型的有效性。 展开更多
关键词 交通拥堵预测 交通拥堵指数 静态-自适应图融合 自适应图卷积 交叉注意力
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面向批量更新的向量索引召回率优化
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作者 王可 胡思劼 +4 位作者 胡卉芪 赵明昊 魏星 屠要峰 周烜 《软件学报》 北大核心 2026年第3期1084-1103,共20页
近似最近邻搜索(approximate nearest neighbor search,ANNS)是支撑向量数据库、推荐系统及大语言模型等上层应用的关键技术.其中,分层可导航小世界(hierarchical navigable small world,HNSW)图索引通过构建层级化结构,迅速定位结果至... 近似最近邻搜索(approximate nearest neighbor search,ANNS)是支撑向量数据库、推荐系统及大语言模型等上层应用的关键技术.其中,分层可导航小世界(hierarchical navigable small world,HNSW)图索引通过构建层级化结构,迅速定位结果至目标区域,从而以较低的计算成本实现较高的检索召回率.然而,现有HNSW算法主要面向静态数据检索场景而设计,而忽略了数据更新对检索性能的影响.通过对现实数据集的研究发现,向量数据库中的数据通常以批量方式进行更新,其相似特性会削弱HNSW算法中启发式剪枝的有效性,并诱发相似向量连接的稀疏化问题,共同造成查询召回率的显著下降.针对上述问题,提出一种基于图结构局部调整的自适应细粒度剪枝策略,构建了融合识别与修复机制的优化方案.首先,在识别阶段,通过计算区域邻居距离量化局部拓扑密度,从而精准定位待干预的致密区域.其次,在修复阶段,针对处于致密区域的枢纽节点,采用双重剪枝的邻居选择策略:协同应用原生的与修正的启发式剪枝规则,合并两种规则的结果集以在保证检索精度的同时提升邻居连接的多样性,有效缓解过度剪枝与连接稀疏化问题.在多个公开数据集上的实验结果表明,所提方法对数据更新频繁的场景具备良好的适应性,在维持查询延迟和吞吐量稳定的前提下,实现了1%–4%的召回率提升. 展开更多
关键词 近似最近邻搜索 向量检索 图向量索引
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最大度为4的无爪图的强边染色
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作者 丁佩瑶 陈东 +1 位作者 王侃 王维凡 《数学进展》 北大核心 2026年第2期257-262,共6页
图G的强边色数χ'_(s)(G)是使得G的边集能分解为k个导出匹配的最小整数k.本文证明了每个最大度为4的无爪图G满足χ'_(s)(G)≤17,且构造了一个强边色数为14的4-正则无爪图.
关键词 无爪图 强边染色 强边色数 最大度
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三圈图的第二大与第二小Sombor指标
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作者 杨松梅 谭欢 赵飚 《湖北大学学报(自然科学版)》 2026年第1期18-24,共7页
图G=(V(G),E(G))的Sombor指标定义为:SO(G)=∑_(uv∈E(G))√d_(G)(u)^(2)+d_(G)(v)^(2),其中d_(G)(u)和d_(G)(v)分别是点u和点v在图G中的度,是由I.Gutman提出的一个基于顶点度的分子结构描述的拓扑指标。本文中证明关于n阶三圈图第二大... 图G=(V(G),E(G))的Sombor指标定义为:SO(G)=∑_(uv∈E(G))√d_(G)(u)^(2)+d_(G)(v)^(2),其中d_(G)(u)和d_(G)(v)分别是点u和点v在图G中的度,是由I.Gutman提出的一个基于顶点度的分子结构描述的拓扑指标。本文中证明关于n阶三圈图第二大和第二小的Sombor指标,并刻画三圈图的Sombor指标达到第二大和第二小时对应的极图。 展开更多
关键词 Sombor指标 三圈图 极图
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基于维度划分的多近邻图相似搜索技术研究
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作者 边奥北 谭宗元 王洪亚 《智能计算机与应用》 2026年第2期70-76,共7页
近似最近邻搜索在人工智能、推荐系统等领域应用广泛。基于近邻图的算法以其搜索速度快、搜索精度高的优势备受关注。但是通过实验发现,基于近邻图的算法在较多数据集上仍然存在严重的长尾查询问题。本文提出了维度划分多近邻图的索引... 近似最近邻搜索在人工智能、推荐系统等领域应用广泛。基于近邻图的算法以其搜索速度快、搜索精度高的优势备受关注。但是通过实验发现,基于近邻图的算法在较多数据集上仍然存在严重的长尾查询问题。本文提出了维度划分多近邻图的索引构建方案解决长尾查询问题。实验表明,多索引近邻图算法在受长尾查询影响严重的数据集上相对于HNSW算法最高有10X以上的时间性能提升。 展开更多
关键词 近似最近邻搜索 长尾查询 多近邻图 维度划分 HNSW索引
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仙人掌图的全Mostar指标的上界
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作者 张玉静 刘蒙蒙 《吉林大学学报(理学版)》 北大核心 2026年第1期77-86,共10页
利用图变换的方法确定具有k个圈的n阶仙人掌图的最大全Mostar指标,并刻画相应的极值图,即当2n+k>18且n≥3k+1时,Mo_(t)(G)≤2n^(2)+3nk-6n-25k+k^(2)+4,其等号成立当且仅当G是通过将k个长度为4的端块圈和(n-3k-1)条悬挂边粘合在一个... 利用图变换的方法确定具有k个圈的n阶仙人掌图的最大全Mostar指标,并刻画相应的极值图,即当2n+k>18且n≥3k+1时,Mo_(t)(G)≤2n^(2)+3nk-6n-25k+k^(2)+4,其等号成立当且仅当G是通过将k个长度为4的端块圈和(n-3k-1)条悬挂边粘合在一个顶点构成的图.进一步,通过对剩余的仙人掌图分类讨论,得到第二大全Mostar指标,并刻画相应的极值图. 展开更多
关键词 仙人掌图 全Mostar指标 端块圈 极值图
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Blockchain Based Consensus Algorithm and Trustworthy Evaluation of Authenticated Subgraph Queries
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作者 G.Sharmila M.K.Kavitha Devi 《Computer Systems Science & Engineering》 SCIE EI 2023年第5期1743-1758,共16页
Over the past era,subgraph mining from a large collection of graph database is a crucial problem.In addition,scalability is another big problem due to insufficient storage.There are several security challenges associa... Over the past era,subgraph mining from a large collection of graph database is a crucial problem.In addition,scalability is another big problem due to insufficient storage.There are several security challenges associated with subgraph mining in today’s on-demand system.To address this downside,our proposed work introduces a Blockchain-based Consensus algorithm for Authenticated query search in the Large-Scale Dynamic Graphs(BCCA-LSDG).The two-fold process is handled in the proposed BCCA-LSDG:graph indexing and authenticated query search(query processing).A blockchain-based reputation system is meant to maintain the trust blockchain and cloud server of the proposed architecture.To resolve the issues and provide safe big data transmission,the proposed technique also combines blockchain with a consensus algorithm architecture.Security of the big data is ensured by dividing the BC network into distinct networks,each with a restricted number of allowed entities,data kept in the cloud gate server,and data analysis in the blockchain.The consensus algorithm is crucial for maintaining the speed,performance and security of the blockchain.Then Dual Similarity based MapReduce helps in mapping and reducing the relevant subgraphs with the use of optimal feature sets.Finally,the graph index refinement process is undertaken to improve the query results.Concerning query error,fuzzy logic is used to refine the index of the graph dynamically.The proposed technique outperforms advanced methodologies in both blockchain and non-blockchain systems,and the combination of blockchain and subgraph provides a secure communication platform,according to the findings. 展开更多
关键词 Big data blockchain consensus algorithm trust management graph index
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