The proceedings contain 189 papers. The topics discussed include: a residual merged neutral network for multimodal sentiment analysis;recognize user intents in online interactions from massive social media data;resear...
ISBN:
(纸本)9781509036189
The proceedings contain 189 papers. The topics discussed include: a residual merged neutral network for multimodal sentiment analysis;recognize user intents in online interactions from massive social media data;research on data interaction of multi-source heterogeneous information in ocean strategy environment;K-CV parameter optimization method in the application of SVM classification data;POI data applied in extracting the boundary of commercial centers;extract domain terminologies for knowledge graph construction using domain feature vectors;policy proposals on cooperative employment based on chinese e-business data;enhancing the precision of redundant data in feature extraction by an improved evolutionary algorithm;missing data of quality inspection imputation algorithm base on stacked denoising auto-encoder;research and implementation of database high performance sorting algorithm with bigdata;the selection of NoSQL database in e-government system of china meteorological administration;bursty research topic detection from scholarly data using dynamic co-word networks: a preliminary investigation;research on uncertain data generation algorithm;distributed linked stream data query system architecture based on STORM;improving penalty function of R-tree over generalized index search tree-possible way to advance performance of PostgreSQL cube extension;some key problems of data management in army data engineering based on bigdata;research on product quality evaluation based on bigdataanalysis;prediction of mutual fund net value using backpropagation neural network;and communication protocol identification based on data mining and automatic reasoning.
The proceedings contain 99 papers. The topics discussed include: a conflict conciliation strategy in data integration;research on cloud computing for disaster monitoring using massive remote sensing data;optimizing sm...
ISBN:
(纸本)9781509044986
The proceedings contain 99 papers. The topics discussed include: a conflict conciliation strategy in data integration;research on cloud computing for disaster monitoring using massive remote sensing data;optimizing small file storage process of the HDFS which based on the indexing mechanism;medical data classification scheme based on hybridized SMOTE technique (HST) and rough set technique (RST);privacy preserving and performance analysis on not only SQL database aggregation in bigdata era;a distinctive transformation approach of NoSQL's SQL conditions based on Espresso;application of kNN improved algorithm in automatic classification of network public proposal cases;research on optimized R-tree high-dimensional indexing method based on video features;mining potential proteins as drug targets using ensemble models;OCBMLC: an overlapping clustering based multi-label classification algorithm;applying bigdata analytics to reevaluate previous findings of online consumer behavior research-a case study of the city hotel in Taiwan;modeling and exploiting bibliographic network for publication ranking;integrating privacy in architecture design of student information system for bigdata analytics;research on bigdata-driven high-risk students prediction;exploration on college education bigdata open service platform;automotive prospective technology mining method based on bigdata content analysis;and study on adaptive delay schedule algorithm based on progress control of Hadoop.
The proceedings contain 48 papers. The topics discussed include: collusion resistant multi-matrix masking for privacy-preserving data collection;a multi-source data aggregation analysis architecture for bigdata in sp...
ISBN:
(纸本)9781509062959
The proceedings contain 48 papers. The topics discussed include: collusion resistant multi-matrix masking for privacy-preserving data collection;a multi-source data aggregation analysis architecture for bigdata in spatial and temporal dimensions;experiments of posture estimation on vehicles using wearable acceleration sensors;security patterns from intelligent data: a map of software vulnerability analysis;adaptive audio steganography scheme based on wavelet packet energy;participants increasing for Shamir's polynomial-based secret image sharing scheme;research on building the credibility evaluation's indicator system of cloud end user's behavior;data loss and reconstruction for wireless environmental sensor networks;and secure multiparty computation of chi-square test statistics and contingency coefficients.
The proceedings contain 25 papers. The special focus in this conference is on Web and Web-Age Information Management. The topics include: Smooth representation clustering based on kernelized random walks;a joint model...
ISBN:
(纸本)9783319697802
The proceedings contain 25 papers. The special focus in this conference is on Web and Web-Age Information Management. The topics include: Smooth representation clustering based on kernelized random walks;a joint model for water scarcity evaluation;efficient stance detection with latent feature;an adversarial machine learning model against android malware evasion attacks;word similarity computation with extreme-similar method;using jaccard distance measure for unsupervised activity recognition with Smartphone accelerometers;speech emotion recognition using multiple classifiers;intelligent taxi dispatching based on improved artificial fish swarm algorithm;correction of telecom localization errors by context knowledge;inferring unmet human mobility demand with multi-source urban data;graph summarization based on attribute-connected network;timely detection of temporal relations in RDF stream processing scenario;taxi call prediction for online taxicab platforms;automatic text generation via text extraction based on submodular;collaborative heterogeneous information embedding for recommender systems and comparative research for social recommendations on VK.
The new data environment composed by bigdata and open data has descripted urban physical and social space in a more detailed ***,numerous quantitative urban studies have been conducted unde
ISBN:
(纸本)9781509036202
The new data environment composed by bigdata and open data has descripted urban physical and social space in a more detailed ***,numerous quantitative urban studies have been conducted unde
Information constructions at colleges have transferred from digitalized campus to intelligence *** switching center makes converting,cleansing,monitoring,comparison and other process to data of each business system,wh...
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ISBN:
(纸本)9781509036202
Information constructions at colleges have transferred from digitalized campus to intelligence *** switching center makes converting,cleansing,monitoring,comparison and other process to data of each business system,which provides an important support to intelligence campus.
The technical state evaluation of Vehicle Equipment is a necessary step to operate and *** conditions such as technical characters,operate environments and support elements,this paperresearches its technical state clu...
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ISBN:
(纸本)9781509036202
The technical state evaluation of Vehicle Equipment is a necessary step to operate and *** conditions such as technical characters,operate environments and support elements,this paperresearches its technical state cluster,which is based on BIC(Schwarz's Bayesian Criterion).The conclusion reveals that BIC is accurate and concise to cluster the technical state of vehicle equipment.
With the coming of the data era,governments that own great amount of public data are beginning to move from information publishing to data *** paper expounded the difference and connection between information publishi...
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ISBN:
(纸本)9781509036202
With the coming of the data era,governments that own great amount of public data are beginning to move from information publishing to data *** paper expounded the difference and connection between information publishing anddata opening,introduced the current situation of data opening domestically and *** also analyzed the Chinese government's current difficulties and problems in data ***,it put forward specific countermeasures and suggestions to promote the data opening of the Chinese government.
Government is the most sophisticated organization among various establishments and organizations owing to its proliferation in people's lives,complicated step-by-step procedures,various stakeholder indulgence and ...
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ISBN:
(纸本)9781509036202
Government is the most sophisticated organization among various establishments and organizations owing to its proliferation in people's lives,complicated step-by-step procedures,various stakeholder indulgence and complex relationship with a myriad of agencies and *** data can contribute to what government organizations have been wanted for a long *** paper considers the nature of bigdata as constrained to a governmental environment setup for the application and development of likewise bigdata system projects which consequently lead to improvement in the efficiency and effectiveness of government operations.
Using bigdata technology to integrate date,transform these data into fundamental and strategic resources in enterprise marketing management and formulate and implement data-driven marketing mix strategy has become a ...
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ISBN:
(纸本)9781509036202
Using bigdata technology to integrate date,transform these data into fundamental and strategic resources in enterprise marketing management and formulate and implement data-driven marketing mix strategy has become a research hotspot in enterprise management circles,and it has generated far-reaching influence on traditional marketing theory and especially marketing mix *** perspective of bigdata,revolution idea and implementation form of traditional marketing mix theory is analyzed in this paper,and approach to establishing innovative strategies of marketing mix pattern under bigdata background is studied.
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