Digital Geography: Proceedings of the International Conference on Internet and Modern Society (IMS 2022) (Springer Geography)

IMS-2022 Editorial
IMS 2022 Organization
Contents
Part I: Artificial Intelligence & Digital City
	Recognition of Soybean Crops and Weeds with YOLO v4 and UAV
		1 Introduction
		2 Data Preparation
			2.1 Data Preprocessing
		3 Neural Network
		4 Discussion
		5 Conclusion
		References
	The Street Potential Investigation Based on Open Data
		1 Introduction
		2 Theoretical Basis and Related Works
		3 Street Potential Assessment Method
		4 The Application of the Method
		5 Conclusion and Discussion
		References
	A Survey of Masked Face Recognition Methods and Corpora/Data
		1 Introduction
		2 Datasets for Masked Face Recognition
		3 Masked Face Recognition Methods Overview
			3.1 Whole Masked Face Processing Methods
			3.2 Mask Region Restoring Methods
			3.3 Mask Region Ignoring Methods
		4 Conclusion
		References
	Using the Data Mining Tool to Analyze Student Performance
		1 Introduction
		2 Materials and Methods of Research
		3 Research Results
		4 Conclusion
		References
	Analysis of Biometric Identification Methods Used in Auto-Proctoring
		1 Introduction
		2 Materials and Methods of Research
		3 Results and Their Analysis
			3.1 Methods of Biometric Identification
			3.2 Standardization of Biometric Identification Templates
			3.3 Biometric Identification Criteria
			3.4 Identification by Fingerprints (Dactyloscopy)
			3.5 Identification by the Structure of the Surface
				The Advantages and Weaknesses of 2D Technology
				The Advantages and Weaknesses of 3D Technology
			3.6 The Way of Identification Through the Entry on the Keyboard [32]
			3.7 Identification by Voice
				Electrocardiogram Identification Method
				Identification by Features of Eye Movements
		4 Conclusion
		References
Part II: Computational Linguistics & Machine Learning
	Machine Learning and Philology: An Overview of Methods and Applications
		1 Introduction
		2 Related Work: Best Cases of ML Methods Fiction Analysis
		3 Classification
			3.1 Classification Algorithms
			3.2 Choosing Classification Algorithm
		4 Clustering
			4.1 Clustering Algorithms
			4.2 Topic Modelling
		5 Information Extraction
			5.1 Named Entity Recognition
			5.2 Relationship Extraction
			5.3 Coreference Resolution
		6 Conclusion
		References
	Adaptation of Static and Contextualized Topic Modeling Techniques to Hidden Community Detection
		1 Introduction
		2 Main Topic Modeling Approaches and Related Works
		3 Experimental Design
			3.1 Developing a Corpus of LiveJournal Russian Posts
			3.2 Author-Topic Models
			3.3 Contextualized Topic Models
		4 Evaluation
		5 Conclusion
		References
	The Database of Constructions with Lexical Repetitions “RepLeCon” and Inter-Annotator Agreement
		1 Introduction
		2 Theoretical Background
		3 Improving Annotation Validity Through Agreement Measurement
			3.1 Inter-Annotator Agreement (IAA) Methods
			3.2 Agreement Measures
			3.3 The Proposed IAA Calculation Scheme
			3.4 The Obtained IAA Calculation Results
		4 Conclusion
		References
	Linguo-Statistical Analysis of Domain Concept Verbalization in the Russian Language
		1 Introduction
		2 Methodology
		3 Analysis Resources
		4 Computing Concept Verbalization
		5 Conclusions
		References
	Towards the Description of Multiword Units in Russian Everyday Speech: State-of-the-Art and the Methodology of Further Research
		1 Introduction
		2 Multiword Units and Their Study
		3 Methodology of Multiword Units Further Research
		4 Conclusion
		References
	Testing Hypotheses About the Influence of the Genre of Folk Songs on Their Formal Characteristics
		1 Introduction
		2 Graph-Theoretic Models and Their Characteristics
		3 Hypothesis Testing with the Kruskal-Wallis H-Test
		4 Conclusion
		References
	Emotional Maps: An Attempt to Identify the Correlation Between Building Types and Citizens’ Social Mood
		1 Introduction
		2 Background
		3 Data
		4 Sentiment Analysis of Comments
		5 Experiment Results
		6 Web Service Implementation
		7 Conclusion
		References
	Towards an Analyzer of Emotions for Texts in Russian in Bilingual Perspective
		1 Introduction
		2 The Emotion Analysis of Text Data in Bilinguals: Preliminary Remarks
		3 Models of Emotions Exploited in Emotion Analysis
			3.1 Emotions in Bilingual Brain and Linguistic Consciousness
			3.2 Bilingualism in Tuva
		4 Methodology
		5 Data
		6 Annotation Procedure in Monolinguals
		7 Annotation Procedure in Bilinguals
		8 Results and Discussion
			8.1 Comparison of Raw Data
			8.2 Comparison of Data Submitted to Pooling Technics
		9 Further Research
		10 Conclusion
		References
Part III: Cyberpsychology
	Life Goals of Education Online Volunteers: Intrinsic or Extrinsic Aspirations?
		1 Introduction
		2 Problem Description
		3 Methodology
		4 Results and Discussion
		5 Conclusions
		6 Limitations and Future Research
		7 Theoretical Significance
		8 Practical Significance
		References
	The Frequency of Open and Anonymous Cyberbullying Among School Students
		1 Introduction
		2 Background
		3 Methodology
			3.1 Participants
			3.2 Empirical Research Method
			3.3 Statistical Method
		4 Results and Discussion
		5 Conclusion
		References
	Predicting Individual Cognitive Status Based on EEG Data Fit to Power Law Distribution
		1 Introduction
		2 Method
		3 Results
		4 Discussion and Conclusion
		References
	Internet Addiction and Personal Maturity of Adolescents: Is There Any Connection?
		1 Introduction
		2 Theoretical Background
		3 Current Study
		4 Materials and Methods
		5 Results
		6 Discussion
		7 Conclusion
		References
Part IV: Digital Transformation & Information Society Technology Application
	Predicting Performance and Functional Reserves of Athletes Based on Their Pulse Indicators in Different Trainings
		1 Introduction
		2 Methods
			2.1 The Athletes’ Training Process
			2.2 Sportsmen Performance Prediction
			2.3 The Athletes’ Data
		3 Results
			3.1 Descriptive Statistics
			3.2 The Pulse Indicators
		4 Conclusion
		References
	Algorithm for Analyzing the Text of News Reports on Society Digitalization in Russia
		1 Introduction
		2 Literature Review
		3 Methodology
		4 Algorithm for Data Analysis
		5 Discussion and Conclusion
		References
	Transformation of Belarusian Protest Management in Social Media (2020–2021)
		1 Introduction
		2 Theoretical Overview
		3 Methodology, Methods, and Tools
		4 Results
		5 Conclusion
		References
	Digital Readiness of Young People to Interact with the State: Aspects of the Culture of Communication in the Virtual Space of Generation Z
		1 Introduction
		2 Literature Review
		3 Theoretical and Methodological Foundations of the Study
		4 Analysis and Interpretation of the Results of Empirical Studies (2019–2021)
		5 Theoretical Model for Building Relationships with Generation Z and Recommendation
		6 Conclusion
		References
Index