<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-COM145-692
**Date of Analysis:** 2024-09-22

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM145: 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 University Undergraduate, spanning from grade level 13 to 14.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Advanced Algorithms' is projected to require approximately 18 instructional hours. It focuses on core concepts such as database, networking. 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 'unspecified' cognitive level. Supporting resources include a Lab Manual titled 'Open-architected bifurcated strategy'. 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-01-03. 

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Mathematics was identified, particularly around the topic of 'Discrete Mathematics'. Under safe many set couple admit.</data>
{
  "analysis_id": "CALIGN-2024-COM145-692",
  "analysis_date": "2024-09-22",
  "source_document_type": "Lesson Plan",
  "source_document_title": "COM145: Artificial Intelligence - Spring 2024",
  "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": "Advanced Algorithms",
      "key_concepts": [
        "database",
        "networking",
        "algorithms",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of data structures.",
          "keywords": [
            "machine learning",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "lab_report",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "machine learning",
            "database",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ],
          "cognitive_level": "Create"
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Open-architected bifurcated strategy",
          "is_publicly_accessible": false,
          "identifier": "COM145-MAT-783",
          "quantity": 20
        },
        {
          "material_type": "Lab Manual",
          "title": "Self-enabling radical interface",
          "is_publicly_accessible": false,
          "identifier": "COM145-MAT-369",
          "quantity": 49
        }
      ],
      "duration_hours": 18
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "algorithms",
        "data structures",
        "networking",
        "object-oriented programming",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to analyze the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project",
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz",
            "essay"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "data structures",
            "machine learning",
            "algorithms",
            "database"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Analyze"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Organized empowering alliance",
          "is_publicly_accessible": false,
          "quantity": 48
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Streamlined didactic policy",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-2256779345",
          "quantity": 39
        },
        {
          "material_type": "Software Tool",
          "title": "Cloned content-based artificial intelligence",
          "is_publicly_accessible": true,
          "quantity": 39
        }
      ],
      "duration_hours": 17
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Database Systems",
      "key_concepts": [
        "object-oriented programming",
        "machine learning",
        "data structures",
        "networking",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to implement the concept of algorithms.",
          "keywords": [
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to optimize the concept of algorithms.",
          "keywords": [
            "algorithms",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "presentation",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "data structures",
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay",
            "problem_solving_set"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Integrated local encoding",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-6779475459"
        },
        {
          "material_type": "Software Tool",
          "title": "De-engineered methodical contingency",
          "is_publicly_accessible": true
        }
      ],
      "duration_hours": 16
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Mathematics",
      "linked_topic": "Discrete Mathematics",
      "relevance_notes": "Under safe many set couple admit."
    }
  ],
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-01-03"
      ]
    }
  ]
}