{"product_id":"learning-analytics-and-educational-data-mining","title":"Learning Analytics and Educational Data Mining","description":"\u003ch1\u003e\u003cspan style=\"color: #262626;\"\u003eLearning Analytics and Educational Data Mining\u003c\/span\u003e\u003c\/h1\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003eFoundations of Learning Analytics and EDM: Provide an overview of the foundational concepts theories and methods in learning analytics and educational data mining (EDM) including data collection preprocessing analysis and interpretation techniques. Data-driven Decision Making: Explore how learning analytics and EDM can inform data-driven decision-making processes in educational settings including student assessment curriculum design instructional strategies and personalized learning interventions. Predictive Modeling and Student Success: Discuss predictive modeling techniques used in learning analytics and EDM to identify patterns and trends in educational data predict student outcomes (e.g. performance retention) and provide early interventions to support student success. Ethical and Privacy Considerations: Address ethical and privacy considerations in the collection analysis and use of educational data for learning analytics and EDM including issues related to data privacy informed consent data ownership bias and fairness. Case Studies and Applications: Illustrate key concepts and methods with real-world case studies and examples of learning analytics and EDM applications in diverse educational contexts such as K-12 education higher education corporate training and online learning environments.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cbr\u003e\u003cstrong\u003eAutor:\u003c\/strong\u003e\u003cbr\u003eKristine Munoz\u003cspan style=\"color: #b3b3b3;\"\u003e\u003cem\u003e)\u003c\/em\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cstrong\u003eCaracterísticas técnicas:\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTamaño cerrado 178 x 254 mm\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003e296 páginas interiores\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTapa rústica\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eEncuadernación lomo cuadrado\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cspan style=\"color: #262626;\"\u003eEn Webook cuidamos el medio ambiente, imprimimos lo justo y este libro lo haremos especialmente para ti \u003cmeta charset=\"utf-8\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e","brand":"Bibliomanager","offers":[{"title":"Default Title","offer_id":46775511744649,"sku":"001-0000291092","price":156500.0,"currency_code":"CLP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0688\/5703\/6937\/files\/1459528_IMAGEN_TAPA_G_001_d9e7e0c8-d5e3-4f6e-b81b-655173ff297c.jpg?v=1779274493","url":"https:\/\/webook.cl\/products\/learning-analytics-and-educational-data-mining","provider":"WeBook","version":"1.0","type":"link"}