<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-COM472-103
**Date of Analysis:** 2024-11-15

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM472: Advanced Algorithms - Fall 2024', which is a Course Syllabus 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 11 to 11.
The curriculum is segmented into 4 distinct learning units. As an example, the unit 'Artificial Intelligence' is projected to require approximately 22 instructional hours. It focuses on core concepts such as data structures, database. A key objective in this section (Ref: OBJ-01-01) is for students to ' optimize the concept of database.', which is categorized at the 'unspecified' cognitive level. Supporting resources include a Online Video titled 'Profound incremental conglomeration'. 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: Stand establish western month behavior east. Specific film relationship. Well direction or find.</data>
{
  "analysis_id": "CALIGN-2024-COM472-103",
  "analysis_date": "2024-11-15",
  "source_document_type": "Course Syllabus",
  "source_document_title": "COM472: Advanced Algorithms - Fall 2024",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 11,
    "grade_level_max": 11
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "data structures",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to optimize the concept of database.",
          "keywords": [
            "networking",
            "algorithms",
            "data structures"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "presentation",
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "algorithms",
            "networking",
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "lab_report"
          ]
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "database",
            "object-oriented programming",
            "algorithms"
          ],
          "suggested_assessments": [
            "essay",
            "problem_solving_set",
            "lab_report"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "database",
            "machine learning",
            "object-oriented programming",
            "algorithms"
          ],
          "suggested_assessments": [
            "presentation"
          ],
          "cognitive_level": "Analyze"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Profound incremental conglomeration",
          "is_publicly_accessible": true,
          "quantity": 48
        },
        {
          "material_type": "Lab Manual",
          "title": "Customer-focused interactive process improvement",
          "is_publicly_accessible": true,
          "identifier": "COM472-MAT-305",
          "quantity": 39
        },
        {
          "material_type": "Journal Article",
          "title": "Balanced uniform framework",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-5921723531",
          "quantity": 45
        }
      ],
      "duration_hours": 22
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "machine learning",
        "database",
        "data structures",
        "algorithms",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "object-oriented programming",
            "database",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to implement the concept of algorithms.",
          "keywords": [
            "database",
            "data structures",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to optimize the concept of data structures.",
          "keywords": [
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-02-04",
          "description": "Students will be able to analyze the concept of algorithms.",
          "keywords": [
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "essay",
            "problem_solving_set",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Apply"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Intuitive methodical open architecture",
          "is_publicly_accessible": true,
          "quantity": 37
        },
        {
          "material_type": "Lab Manual",
          "title": "Synergized discrete customer loyalty",
          "is_publicly_accessible": true,
          "quantity": 36
        },
        {
          "material_type": "Online Video",
          "title": "Streamlined hybrid projection",
          "is_publicly_accessible": true,
          "quantity": 7
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "networking",
        "database",
        "object-oriented programming",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "algorithms",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "essay",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to debug the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "essay",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to debug the concept of algorithms.",
          "keywords": [
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "presentation",
            "project",
            "lab_report"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Extended homogeneous application",
          "is_publicly_accessible": true,
          "identifier": "http://lawrence.com/"
        },
        {
          "material_type": "Online Video",
          "title": "Stand-alone executive frame",
          "is_publicly_accessible": false,
          "quantity": 6
        }
      ],
      "duration_hours": 18
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "database",
        "data structures",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "data structures",
            "machine learning",
            "algorithms"
          ],
          "suggested_assessments": [
            "lab_report",
            "project"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "essay"
          ],
          "cognitive_level": "Create"
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Seamless even-keeled flexibility",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-5173457284"
        },
        {
          "material_type": "Lab Manual",
          "title": "Distributed real-time projection",
          "is_publicly_accessible": true,
          "identifier": "COM472-MAT-314",
          "quantity": 6
        }
      ]
    }
  ],
  "alignment_notes": "Stand establish western month behavior east. Specific film relationship. Well direction or find."
}