<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-COM496-517
**Date of Analysis:** 2024-09-30

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM496: Software Engineering Principles - Fall 2024', which is a National Standards Document 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 10 to 12.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Advanced Algorithms' is projected to require approximately 21 instructional hours. It focuses on core concepts such as database, data structures. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of machine learning.', which is categorized at the 'Analyze' cognitive level. Supporting resources include a Journal Article titled 'Polarized 6thgeneration project'. Its public accessibility is noted as False. 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: Street not board like party impact yourself. May operation food white author.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'outdated_material': Insufficient focus on machine learning application. This particularly impacts objectives like OBJ-01-02. The proposed remediation is to incorporate a new project on the topic.

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Mathematics was identified, particularly around the topic of 'Discrete Mathematics'. Field response arm city.</data>
{
  "analysis_id": "CALIGN-2024-COM496-517",
  "analysis_date": "2024-09-30",
  "source_document_type": "National Standards Document",
  "source_document_title": "COM496: Software Engineering Principles - Fall 2024",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 10,
    "grade_level_max": 12
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "database",
        "data structures",
        "object-oriented programming",
        "networking",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of machine learning.",
          "keywords": [
            "machine learning",
            "algorithms",
            "data structures"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of data structures.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "algorithms",
            "data structures"
          ],
          "suggested_assessments": [
            "lab_report"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "networking",
            "machine learning",
            "object-oriented programming",
            "algorithms"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "algorithms",
            "machine learning",
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "presentation",
            "multiple_choice_quiz"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Polarized 6thgeneration project",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-5196173261",
          "quantity": 27
        },
        {
          "material_type": "Software Tool",
          "title": "Up-sized explicit productivity",
          "is_publicly_accessible": false,
          "identifier": "COM496-MAT-215",
          "quantity": 31
        }
      ],
      "duration_hours": 21
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "machine learning",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "database",
            "object-oriented programming",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project",
            "lab_report"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "essay",
            "lab_report",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "algorithms",
            "networking"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Open-source transitional framework",
          "is_publicly_accessible": true,
          "identifier": "COM496-MAT-508",
          "quantity": 24
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Automated scalable info-mediaries",
          "is_publicly_accessible": true
        },
        {
          "material_type": "Journal Article",
          "title": "Cross-platform motivating support",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-4200822513",
          "quantity": 44
        }
      ],
      "duration_hours": 17
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "database",
        "networking",
        "algorithms",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to debug the concept of networking.",
          "keywords": [
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to architect the concept of machine learning.",
          "keywords": [
            "algorithms",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "lab_report",
            "project",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to design the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "data structures",
            "networking"
          ],
          "suggested_assessments": [
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to debug the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Fully-configurable radical artificial intelligence",
          "is_publicly_accessible": true,
          "identifier": "COM496-MAT-787"
        },
        {
          "material_type": "Journal Article",
          "title": "Stand-alone intermediate hub",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-6775706822",
          "quantity": 36
        },
        {
          "material_type": "Online Video",
          "title": "Networked object-oriented circuit",
          "is_publicly_accessible": true
        }
      ],
      "duration_hours": 14
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Mathematics",
      "linked_topic": "Discrete Mathematics",
      "relevance_notes": "Field response arm city."
    }
  ],
  "alignment_notes": "Street not board like party impact yourself. May operation food white author.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on machine learning application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-01-02"
      ],
      "suggested_intervention": "Incorporate a new project on the topic."
    },
    {
      "gap_description": "Insufficient focus on database application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-02-02",
        "OBJ-01-02"
      ],
      "suggested_intervention": "Incorporate a new project on the topic."
    }
  ]
}