Abstract Classifying Arguments Argument relations classification is a way of classifying the type of relationship between two argument units. Current models mainly rely on surface-level language features such as discourse markers, modal, or adverbial to classify the relationship. However, a model that primarily relies on language features to classify an argument can be easily misled by the style rather than the... Classifying Arguments Argument relations classification is a way of classifying the type of relationship between two argument units. Current models mainly rely on surface-level language features such as discourse markers, modal, or adverbial to classify the relationship. However, a model that primarily relies on language features to classify an argument can be easily misled by the style rather than the content of the argument, particularly when a weak argument is masked by strong language. This paper examines the challenges and potential advantages of knowledge-based argument analysis in advancing the current state of argument analysis towards a deeper, knowledge-driven comprehension and representation of arguments. We propose an Arguments Classification System that uses linguistic and knowledge-based features to classify Arguments. We start with a Neural Baseline Model for classifying a Pair of Arguments based on the Siamese Network and expand it with a set of Features derived from two additional background knowledge sources: ConceptNet and DBpedia. Read More Read Less

Abstract In this work, we delve into the concept, characteristics, and scope of the B /S structural model and its applicability to political education reform. We address the current issues in political education, including limited educational content, outdated teaching methods, and low student engagement. We also provide insights into the underlying causes of these issues. Our proposed B/S structural reform plan... In this work, we delve into the concept, characteristics, and scope of the B /S structural model and its applicability to political education reform. We address the current issues in political education, including limited educational content, outdated teaching methods, and low student engagement. We also provide insights into the underlying causes of these issues. Our proposed B/S structural reform plan for students is a practical solution, encompassing the creation of a multimedia political education platform, development of political education apps, implementation of online interactive teaching, and other tangible measures. We evaluate the effectiveness of this plan through experiments, identify potential challenges, and offer solutions. Read More Read Less

Abstract In large telemetry systems, several hundred RTUs transmit data to intelligence algorithms and store it in a database accessible through a web interface over the Internet. This paper discusses how SlapOS (Open-Source Provisioning and Billing System for Distributed Cloud Computing) centrally collects environmental information from various sensors at remote observation points.... In large telemetry systems, several hundred RTUs transmit data to intelligence algorithms and store it in a database accessible through a web interface over the Internet. This paper discusses how SlapOS (Open-Source Provisioning and Billing System for Distributed Cloud Computing) centrally collects environmental information from various sensors at remote observation points. Read More Read Less