<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-2024-COM184-405
**Date of Analysis:** 2024-12-17

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM184: Artificial Intelligence - Spring 2024', 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 specified educational context, spanning from grade level 16 to 16.
The curriculum is segmented into 4 distinct learning units. As an example, the unit 'Software Engineering Principles' is projected to require approximately 17 instructional hours. It focuses on core concepts such as machine learning, data structures. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of algorithms.', which is categorized at the 'Remember' cognitive level. Supporting resources include a Textbook Chapter titled 'Exclusive disintermediate toolset'. 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 'insufficient_depth': Insufficient focus on networking application. This particularly impacts objectives like OBJ-04-03. 

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Mathematics was identified, particularly around the topic of 'Discrete Mathematics'. Man operation issue trip interesting PM beautiful near.</data>
{
  "analysis_id": "CALIGN-2024-COM184-405",
  "analysis_date": "2024-12-17",
  "source_document_type": "Lesson Plan",
  "source_document_title": "COM184: Artificial Intelligence - Spring 2024",
  "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": "Software Engineering Principles",
      "key_concepts": [
        "machine learning",
        "data structures",
        "database",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "object-oriented programming",
            "networking",
            "database",
            "algorithms"
          ],
          "suggested_assessments": [
            "project",
            "essay"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "database",
            "networking",
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "networking",
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to architect the concept of networking.",
          "keywords": [
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Analyze"
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Exclusive disintermediate toolset",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-1635024566"
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Cross-group empowering migration",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-1184651278",
          "quantity": 24
        }
      ],
      "duration_hours": 17
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Database Systems",
      "key_concepts": [
        "data structures",
        "machine learning",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to analyze the concept of algorithms.",
          "keywords": [
            "data structures",
            "database",
            "machine learning",
            "algorithms"
          ],
          "suggested_assessments": [
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "database",
            "data structures",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay",
            "lab_report",
            "problem_solving_set"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Virtual 24/7 ability",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-8237535728"
        }
      ],
      "duration_hours": 14
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "object-oriented programming",
        "machine learning",
        "data structures",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to debug the concept of data structures.",
          "keywords": [
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "object-oriented programming",
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Pre-emptive object-oriented implementation",
          "is_publicly_accessible": true,
          "identifier": "COM184-MAT-342",
          "quantity": 17
        }
      ],
      "duration_hours": 20
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Network Security",
      "key_concepts": [
        "algorithms",
        "object-oriented programming",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "database",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-04-03",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "machine learning",
            "data structures",
            "algorithms",
            "networking"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-04-04",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "algorithms",
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "lab_report"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Exclusive client-server complexity",
          "is_publicly_accessible": false,
          "identifier": "COM184-MAT-422",
          "quantity": 22
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Object-based 5thgeneration policy",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-8139665496"
        }
      ],
      "duration_hours": 23
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Mathematics",
      "linked_topic": "Discrete Mathematics",
      "relevance_notes": "Man operation issue trip interesting PM beautiful near."
    }
  ],
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "insufficient_depth",
      "affected_objectives_ids": [
        "OBJ-04-03"
      ]
    }
  ]
}