<format type="json">{analysis_id: string, analysis_date: date, source_document_type: string, source_document_title: string, subject_area: string, is_current_version: boolean, target_audience: {grade_level_min: number, grade_level_max: number optional, educational_setting: string optional}, learning_units: list[{unit_id: string, unit_title: string, duration_hours: number optional, key_concepts: list[string], learning_objectives: list[{objective_id: string, description: string, cognitive_level: string optional, keywords: list[string], suggested_assessments: list[string]}], required_materials: list[{material_type: string, title: string, identifier: string optional, quantity: number optional, is_publicly_accessible: boolean}]}], cross_curricular_links: list[{linked_subject: string, linked_topic: string, relevance_notes: string optional}] optional, alignment_notes: string optional, detected_gaps: list[{gap_description: string, gap_category: string, affected_objectives_ids: list[string], suggested_intervention: string optional}] optional}</format> <data>**CONFIDENTIAL CURRICULUM ANALYSIS MEMORANDUM**

**Reference ID:** CALIGN-2025-COM378-147
**Date of Analysis:** 2025-07-14

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM378: Network Security - Fall 2025', which is a Textbook Content Overview for Computer Science. It is important to note that this review pertains to a prior version of the curriculum, not the one currently in effect. The intended audience is within the University Undergraduate, spanning from grade level 16 to 16.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Artificial Intelligence' It focuses on core concepts such as algorithms, object-oriented programming. A key objective in this section (Ref: OBJ-01-01) is for students to ' analyze the concept of database.', which is categorized at the 'Create' cognitive level. Supporting resources include a Software Tool titled 'Function-based composite help-desk'. Its public accessibility is noted as True. Our intern, who helped compile the materials list, mentioned having trouble locating a physical copy for review.</data>
{
  "analysis_id": "CALIGN-2025-COM378-147",
  "analysis_date": "2025-07-14",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM378: Network Security - Fall 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 16,
    "grade_level_max": 16,
    "educational_setting": "University Undergraduate"
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "algorithms",
        "object-oriented programming",
        "data structures",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "algorithms",
            "database",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "machine learning",
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Function-based composite help-desk",
          "is_publicly_accessible": true,
          "identifier": "COM378-MAT-812"
        },
        {
          "material_type": "Journal Article",
          "title": "Face-to-face user-facing orchestration",
          "is_publicly_accessible": true,
          "quantity": 9
        },
        {
          "material_type": "Online Video",
          "title": "Profit-focused motivating flexibility",
          "is_publicly_accessible": true
        }
      ]
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "algorithms",
        "networking",
        "object-oriented programming",
        "database",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to implement the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Integrated uniform model",
          "is_publicly_accessible": false,
          "quantity": 21
        },
        {
          "material_type": "Journal Article",
          "title": "Function-based analyzing model",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-8556995930"
        }
      ],
      "duration_hours": 8
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "data structures",
        "machine learning",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "algorithms",
            "database",
            "data structures"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to debug the concept of networking.",
          "keywords": [
            "networking",
            "database",
            "algorithms"
          ],
          "suggested_assessments": [
            "presentation",
            "problem_solving_set",
            "lab_report"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "machine learning",
            "algorithms",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "presentation",
            "project"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Diverse contextually-based functionalities",
          "is_publicly_accessible": true,
          "quantity": 22
        }
      ]
    }
  ]
}