<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-COM474-812
**Date of Analysis:** 2025-02-13

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM474: Network Security - Spring 2025', which is a Course Syllabus 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 4 distinct learning units. As an example, the unit 'Artificial Intelligence' It focuses on core concepts such as machine learning, algorithms. A key objective in this section (Ref: OBJ-01-01) is for students to ' analyze the concept of data structures.', which is categorized at the 'Apply' cognitive level. Supporting resources include a Textbook Chapter titled 'Up-sized system-worthy success'. Its public accessibility is noted as False. Our intern, who helped compile the materials list, mentioned having trouble locating a physical copy for review.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'outdated_material': Insufficient focus on networking application. This particularly impacts objectives like OBJ-04-02, OBJ-04-01. The proposed remediation is to incorporate a new reading on the topic.</data>
{
  "analysis_id": "CALIGN-2025-COM474-812",
  "analysis_date": "2025-02-13",
  "source_document_type": "Course Syllabus",
  "source_document_title": "COM474: Network Security - Spring 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": [
        "machine learning",
        "algorithms",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "object-oriented programming",
            "networking",
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "essay",
            "project",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "lab_report",
            "presentation",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Up-sized system-worthy success",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-5928139550",
          "quantity": 26
        }
      ]
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "data structures",
        "machine learning",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "database",
            "algorithms",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to debug the concept of data structures.",
          "keywords": [
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "data structures",
            "object-oriented programming",
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "presentation",
            "project"
          ],
          "cognitive_level": "Analyze"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Programmable motivating system engine",
          "is_publicly_accessible": false
        },
        {
          "material_type": "Online Video",
          "title": "Stand-alone dynamic collaboration",
          "is_publicly_accessible": true,
          "identifier": "https://www.powell-hatfield.com/",
          "quantity": 46
        },
        {
          "material_type": "Journal Article",
          "title": "Team-oriented solution-oriented alliance",
          "is_publicly_accessible": false,
          "quantity": 50
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "algorithms",
        "machine learning",
        "object-oriented programming",
        "data structures",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to debug the concept of data structures.",
          "keywords": [
            "networking",
            "database",
            "algorithms"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project",
            "lab_report"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project",
            "essay",
            "presentation"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to implement the concept of networking.",
          "keywords": [
            "database",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project",
            "essay"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Total contextually-based array",
          "is_publicly_accessible": true,
          "identifier": "COM474-MAT-336",
          "quantity": 21
        },
        {
          "material_type": "Online Video",
          "title": "De-engineered logistical conglomeration",
          "is_publicly_accessible": false
        }
      ],
      "duration_hours": 8
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "algorithms",
        "machine learning",
        "database",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to design the concept of data structures.",
          "keywords": [
            "data structures",
            "database",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project",
            "essay",
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to design the concept of networking.",
          "keywords": [
            "algorithms",
            "networking",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-04-03",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "presentation",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Function-based 4thgeneration initiative",
          "is_publicly_accessible": false,
          "identifier": "https://powell.com/",
          "quantity": 47
        }
      ]
    }
  ],
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-04-02",
        "OBJ-04-01"
      ],
      "suggested_intervention": "Incorporate a new reading on the topic."
    }
  ]
}