<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-COM495-444
**Date of Analysis:** 2025-01-21

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM495: Network Security - Spring 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 specified educational context, spanning from grade level 16.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Software Engineering Principles' is projected to require approximately 21 instructional hours. It focuses on core concepts such as machine learning, algorithms. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of object-oriented programming.', which is categorized at the 'unspecified' cognitive level. Supporting resources include a Online Video titled 'Persistent encompassing portal'. Its public accessibility is noted as False. Our intern, who helped compile the materials list, mentioned having trouble locating a physical copy for review.

**General Alignment Commentary:**
The overall assessment from the review committee is as follows: Long by cut item later. Ten agent trouble fine.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'outdated_material': Insufficient focus on algorithms application. This particularly impacts objectives like OBJ-02-03. The proposed remediation is to incorporate a new reading on the topic.

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Mathematics was identified, particularly around the topic of 'Discrete Mathematics'. </data>
{
  "analysis_id": "CALIGN-2025-COM495-444",
  "analysis_date": "2025-01-21",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM495: Network Security - Spring 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 16
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "machine learning",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "algorithms",
            "machine learning",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to implement the concept of data structures.",
          "keywords": [
            "database",
            "networking"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Persistent encompassing portal",
          "is_publicly_accessible": false,
          "identifier": "http://conway-pratt.com/",
          "quantity": 5
        }
      ],
      "duration_hours": 21
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Database Systems",
      "key_concepts": [
        "database",
        "object-oriented programming",
        "data structures",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to analyze the concept of algorithms.",
          "keywords": [
            "machine learning",
            "algorithms",
            "networking",
            "database"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "machine learning",
            "networking",
            "object-oriented programming",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "presentation"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to design the concept of database.",
          "keywords": [
            "machine learning",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "essay",
            "lab_report",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Synergized next generation monitoring",
          "is_publicly_accessible": true,
          "identifier": "COM495-MAT-251",
          "quantity": 48
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Ameliorated encompassing contingency",
          "is_publicly_accessible": true,
          "quantity": 28
        },
        {
          "material_type": "Software Tool",
          "title": "Visionary 24hour encoding",
          "is_publicly_accessible": false,
          "identifier": "COM495-MAT-197",
          "quantity": 15
        }
      ],
      "duration_hours": 21
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Network Security",
      "key_concepts": [
        "data structures",
        "machine learning",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "database",
            "data structures"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "essay"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "networking",
            "data structures",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Optimized contextually-based complexity",
          "is_publicly_accessible": false,
          "quantity": 6
        }
      ],
      "duration_hours": 24
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Mathematics",
      "linked_topic": "Discrete Mathematics"
    }
  ],
  "alignment_notes": "Long by cut item later. Ten agent trouble fine.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on algorithms application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-02-03"
      ],
      "suggested_intervention": "Incorporate a new reading on the topic."
    },
    {
      "gap_description": "Insufficient focus on object-oriented programming application.",
      "gap_category": "insufficient_depth",
      "affected_objectives_ids": [
        "OBJ-02-03",
        "OBJ-03-03"
      ],
      "suggested_intervention": "Incorporate a new reading on the topic."
    }
  ]
}