<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-COM490-324
**Date of Analysis:** 2025-01-28

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM490: Artificial Intelligence - 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 specified educational context, spanning from grade level 16 to 16.
The curriculum is segmented into 2 distinct learning units. As an example, the unit 'Artificial Intelligence' is projected to require approximately 13 instructional hours. It focuses on core concepts such as object-oriented programming, machine learning. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of database.', which is categorized at the 'Apply' cognitive level. Supporting resources include a Software Tool titled 'Optional real-time website'. 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: Good ten clear else. Whose though garden she couple. Animal along interview fast.</data>
{
  "analysis_id": "CALIGN-2025-COM490-324",
  "analysis_date": "2025-01-28",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM490: Artificial Intelligence - Fall 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 16,
    "grade_level_max": 16
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "object-oriented programming",
        "machine learning",
        "data structures",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "networking",
            "algorithms",
            "data structures",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to implement the concept of object-oriented programming.",
          "keywords": [
            "algorithms",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "project",
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "networking",
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "essay",
            "project",
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to implement the concept of machine learning.",
          "keywords": [
            "algorithms",
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "essay",
            "presentation"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Optional real-time website",
          "is_publicly_accessible": true,
          "identifier": "COM490-MAT-974"
        },
        {
          "material_type": "Lab Manual",
          "title": "Ergonomic executive ability",
          "is_publicly_accessible": true,
          "identifier": "COM490-MAT-317",
          "quantity": 23
        },
        {
          "material_type": "Online Video",
          "title": "Adaptive holistic utilization",
          "is_publicly_accessible": true,
          "identifier": "https://brown.net/"
        }
      ],
      "duration_hours": 13
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "object-oriented programming",
        "algorithms",
        "database",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "machine learning",
            "algorithms",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to design the concept of database.",
          "keywords": [
            "algorithms",
            "data structures",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "essay",
            "project"
          ],
          "cognitive_level": "Create"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Digitized demand-driven software",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-3747478939"
        },
        {
          "material_type": "Online Video",
          "title": "Distributed multi-tasking complexity",
          "is_publicly_accessible": false,
          "identifier": "https://www.adams.com/",
          "quantity": 40
        },
        {
          "material_type": "Software Tool",
          "title": "Centralized high-level info-mediaries",
          "is_publicly_accessible": true,
          "identifier": "COM490-MAT-973",
          "quantity": 4
        }
      ],
      "duration_hours": 16
    }
  ],
  "alignment_notes": "Good ten clear else. Whose though garden she couple. Animal along interview fast."
}