<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-COM155-446
**Date of Analysis:** 2024-08-20

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM155: Artificial Intelligence - Spring 2024', 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 University Undergraduate, spanning from grade level 13 to 13.
The curriculum is segmented into 4 distinct learning units. As an example, the unit 'Artificial Intelligence' It focuses on core concepts such as data structures, object-oriented programming. A key objective in this section (Ref: OBJ-01-01) is for students to ' optimize the concept of object-oriented programming.', which is categorized at the 'Remember' cognitive level. Supporting resources include a Lab Manual titled 'Up-sized didactic neural-net'. 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: Involve boy own start arrive. Consider health tough deal morning far table three. Piece radio effect three.

**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-02-01. 

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Logic was identified, particularly around the topic of 'Formal Verification'. Probably feeling military soldier.</data>
{
  "analysis_id": "CALIGN-2024-COM155-446",
  "analysis_date": "2024-08-20",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM155: Artificial Intelligence - Spring 2024",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 13,
    "grade_level_max": 13,
    "educational_setting": "University Undergraduate"
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "data structures",
        "object-oriented programming",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "problem_solving_set"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "algorithms",
            "networking",
            "database"
          ],
          "suggested_assessments": [
            "essay",
            "presentation"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "machine learning",
            "database",
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set",
            "multiple_choice_quiz"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Up-sized didactic neural-net",
          "is_publicly_accessible": true,
          "identifier": "COM155-MAT-753"
        },
        {
          "material_type": "Lab Manual",
          "title": "Fully-configurable real-time benchmark",
          "is_publicly_accessible": false,
          "identifier": "COM155-MAT-480"
        }
      ]
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "object-oriented programming",
        "data structures",
        "networking",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "database",
            "machine learning",
            "algorithms",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay",
            "project"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "database",
            "data structures",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay"
          ],
          "cognitive_level": "Analyze"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Adaptive clear-thinking attitude",
          "is_publicly_accessible": false,
          "quantity": 26
        },
        {
          "material_type": "Lab Manual",
          "title": "Team-oriented object-oriented forecast",
          "is_publicly_accessible": false,
          "identifier": "COM155-MAT-489",
          "quantity": 15
        },
        {
          "material_type": "Lab Manual",
          "title": "Advanced background challenge",
          "is_publicly_accessible": false,
          "identifier": "COM155-MAT-670"
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "data structures",
        "networking",
        "object-oriented programming",
        "algorithms",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to optimize the concept of networking.",
          "keywords": [
            "data structures",
            "networking",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "project",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "data structures",
            "networking",
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to implement the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "essay",
            "problem_solving_set"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Advanced contextually-based project",
          "is_publicly_accessible": true,
          "identifier": "COM155-MAT-722",
          "quantity": 34
        },
        {
          "material_type": "Lab Manual",
          "title": "Universal clear-thinking algorithm",
          "is_publicly_accessible": true
        }
      ],
      "duration_hours": 9
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Database Systems",
      "key_concepts": [
        "data structures",
        "networking",
        "object-oriented programming",
        "machine learning",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "lab_report"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to optimize the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "problem_solving_set"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Secured hybrid Graphic Interface",
          "is_publicly_accessible": true,
          "quantity": 18
        },
        {
          "material_type": "Online Video",
          "title": "Profound well-modulated policy",
          "is_publicly_accessible": false,
          "identifier": "https://lee-morse.org/"
        }
      ],
      "duration_hours": 15
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Logic",
      "linked_topic": "Formal Verification",
      "relevance_notes": "Probably feeling military soldier."
    }
  ],
  "alignment_notes": "Involve boy own start arrive. Consider health tough deal morning far table three. Piece radio effect three.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "insufficient_depth",
      "affected_objectives_ids": [
        "OBJ-02-01"
      ]
    }
  ]
}