LEADER 05089nam 22007695 450 001 996546830903316 005 20230610115113.0 010 $a3-031-35445-1 024 7 $a10.1007/978-3-031-35445-8 035 $a(MiAaPQ)EBC30591729 035 $a(Au-PeEL)EBL30591729 035 $a(DE-He213)978-3-031-35445-8 035 $a(PPN)272262285 035 $a(EXLCZ)9926895858600041 100 $a20230610d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation Management and Big Data$b[electronic resource] $e9th Annual International Conference, SIMBig 2022, Lima, Peru, November 16?18, 2022, Proceedings /$fedited by Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (287 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1837 311 08$aPrint version: Lossio-Ventura, Juan Antonio Information Management and Big Data Cham : Springer,c2023 9783031354441 327 $aA Preliminary Analysis of Twitter's LGBTQ + Discussions -- User-agnostic Model for Prediction of Retweets Based on Social Neighborhood Information -- Segmentation and classification of pages for digitized documents of the Public Prosecutor's Oce -- A Semantic Query Engine for Knowledge Rich Legal Digital Libraries -- Getting Quechua Closer to Final Users through Knowledge Graphs -- Using features based on elongation to enhance sentiment analysis -- Image Generation from sketches and text-guided attribute edition -- ADRAS: Airborne Disease Risk Assessment System for Closed Environments -- Predictive Sentiment Analysis Model regarding the variation of the Dollar Exchange Rate -- Maximising Influence Spread in Complex Networks by Utilising Community-based Driver Nodes as Seeds -- Peak Anomaly Detection from Environmental Sensor-Generated Watershed Time Series Data -- Gas Sensors and Machine Learning for Quality Evaluation of Grape Spirits (Pisco) -- Optimal layer selection on Deep Convolutional Neural Networks using backward freezing and binary Search -- Profiling Public Service Accessibility based on the Public Transport Infrastructure -- Multiple Scale Comparative Analysis of Classical, Dynamic and Intelligent Edge Detection Schemes -- Soil Organic Carbon Prediction using Digital Color Sensor in Peru -- Ideation of Computational Thinking Programs by Assembling Code Snippets from the Web -- Smart doorbell with Telegram notification for multifamily dwellings -- Performance analysis of machine learning for food fraud prediction. 330 $aThis book constitutes the refereed proceedings of the 9th Annual International Conference on Information Management and Big Data, SIMBig 2022, held in Lima, Peru, during November 16?18, 2022. The 18 full papers and 1 short paper included in this book were carefully reviewed and selected from 50 submissions. The volume presented novel methods for the analysis and management of large data, in fields like Artificial Intelligence (AI), Data Science, Machine Learning, Natural Language Processing, Semantic Web, Data-driven Software Engineering, Health Informatics. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1837 606 $aComputer networks 606 $aComputer engineering 606 $aArtificial intelligence 606 $aEducation?Data processing 606 $aSocial sciences?Data processing 606 $aImage processing?Digital techniques 606 $aComputer vision 606 $aComputer Communication Networks 606 $aComputer Engineering and Networks 606 $aArtificial Intelligence 606 $aComputers and Education 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aComputer networks. 615 0$aComputer engineering. 615 0$aArtificial intelligence. 615 0$aEducation?Data processing. 615 0$aSocial sciences?Data processing. 615 0$aImage processing?Digital techniques. 615 0$aComputer vision. 615 14$aComputer Communication Networks. 615 24$aComputer Engineering and Networks. 615 24$aArtificial Intelligence. 615 24$aComputers and Education. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a004.6 700 $aLossio-Ventura$b Juan Antonio$01369204 701 $aValverde-Rebaza$b Jorge$01369205 701 $aDíaz$b Eduardo$0673405 701 $aAlatrista-Salas$b Hugo$01369206 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996546830903316 996 $aInformation Management and Big Data$93395263 997 $aUNISA