<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-COM497-112
**Date of Analysis:** 2025-08-09

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM497: Artificial Intelligence - Spring 2025', which is a Lesson Plan 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 13 to 14.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Software Engineering Principles' is projected to require approximately 14 instructional hours. It focuses on core concepts such as networking, object-oriented programming. A key objective in this section (Ref: OBJ-01-01) is for students to ' debug the concept of database.', which is categorized at the 'unspecified' cognitive level. Supporting resources include a Journal Article titled 'Reduced content-based support'. Its public accessibility is noted as True. 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: Hard wide high go. Major least physical who girl account.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'outdated_material': Insufficient focus on machine learning application. This particularly impacts objectives like OBJ-02-03, OBJ-01-02. The proposed remediation is to incorporate a new project on the topic.</data>
{
  "analysis_id": "CALIGN-2025-COM497-112",
  "analysis_date": "2025-08-09",
  "source_document_type": "Lesson Plan",
  "source_document_title": "COM497: Artificial Intelligence - Spring 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 13,
    "grade_level_max": 14,
    "educational_setting": "University Undergraduate"
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "networking",
        "object-oriented programming",
        "machine learning",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "database",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "essay",
            "multiple_choice_quiz",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of database.",
          "keywords": [
            "database",
            "algorithms",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "presentation",
            "lab_report"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "data structures",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "database",
            "algorithms"
          ],
          "suggested_assessments": [
            "essay",
            "lab_report",
            "presentation"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Reduced content-based support",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-1534319817",
          "quantity": 4
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Fundamental zero-defect superstructure",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-2790634948"
        }
      ],
      "duration_hours": 14
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "networking",
        "data structures",
        "object-oriented programming",
        "algorithms",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "database",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "algorithms",
            "object-oriented programming",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "object-oriented programming",
            "algorithms",
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "project"
          ]
        },
        {
          "objective_id": "OBJ-02-04",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "networking",
            "algorithms",
            "data structures"
          ],
          "suggested_assessments": [
            "lab_report",
            "presentation",
            "project"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Networked reciprocal neural-net",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-8669151254",
          "quantity": 23
        },
        {
          "material_type": "Online Video",
          "title": "Switchable secondary task-force",
          "is_publicly_accessible": true,
          "identifier": "https://yu.com/",
          "quantity": 48
        }
      ],
      "duration_hours": 12
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "machine learning",
        "object-oriented programming",
        "data structures",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to implement the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "data structures",
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "presentation"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Realigned motivating info-mediaries",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-6356568552",
          "quantity": 49
        },
        {
          "material_type": "Software Tool",
          "title": "Sharable dedicated infrastructure",
          "is_publicly_accessible": false,
          "identifier": "COM497-MAT-140"
        },
        {
          "material_type": "Journal Article",
          "title": "Proactive asynchronous throughput",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-4372290491"
        }
      ]
    }
  ],
  "alignment_notes": "Hard wide high go. Major least physical who girl account.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on machine learning application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-02-03",
        "OBJ-01-02"
      ],
      "suggested_intervention": "Incorporate a new project on the topic."
    },
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "missing_content",
      "affected_objectives_ids": [
        "OBJ-01-01",
        "OBJ-03-01"
      ]
    }
  ]
}