<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-2025-COM292-801
**Date of Analysis:** 2025-06-04

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM292: Software Engineering Principles - Spring 2025', 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 specified educational context, spanning from grade level 13 to 13.
The curriculum is segmented into 4 distinct learning units. As an example, the unit 'Advanced Algorithms' is projected to require approximately 10 instructional hours. It focuses on core concepts such as machine learning, networking. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of algorithms.', which is categorized at the 'Apply' cognitive level. Supporting resources include a Software Tool titled 'Upgradable impactful contingency'. 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: Argue rock act also. Yes perform his.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'missing_content': Insufficient focus on database application. This particularly impacts objectives like OBJ-04-02, OBJ-04-01, OBJ-03-04. 

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Logic was identified, particularly around the topic of 'Formal Verification'. Western two wait.</data>
{
  "analysis_id": "CALIGN-2025-COM292-801",
  "analysis_date": "2025-06-04",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM292: Software Engineering Principles - Spring 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 13,
    "grade_level_max": 13
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "machine learning",
        "networking",
        "object-oriented programming",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "machine learning",
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "essay",
            "lab_report"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to design the concept of object-oriented programming.",
          "keywords": [
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "lab_report",
            "project"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Upgradable impactful contingency",
          "is_publicly_accessible": false,
          "identifier": "COM292-MAT-661",
          "quantity": 37
        },
        {
          "material_type": "Lab Manual",
          "title": "Networked foreground interface",
          "is_publicly_accessible": true,
          "identifier": "COM292-MAT-457",
          "quantity": 48
        }
      ],
      "duration_hours": 10
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Database Systems",
      "key_concepts": [
        "networking",
        "machine learning",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "data structures",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "essay",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "networking",
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "presentation"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "database",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project",
            "presentation"
          ],
          "cognitive_level": "Apply"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Re-engineered fault-tolerant budgetary management",
          "is_publicly_accessible": true,
          "quantity": 17
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Visionary modular approach",
          "is_publicly_accessible": true,
          "quantity": 1
        },
        {
          "material_type": "Lab Manual",
          "title": "Switchable upward-trending model",
          "is_publicly_accessible": true,
          "quantity": 16
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Network Security",
      "key_concepts": [
        "algorithms",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "machine learning",
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "networking",
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to architect the concept of networking.",
          "keywords": [
            "database",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "networking",
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "lab_report"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Persevering next generation Local Area Network",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-3684411617",
          "quantity": 5
        },
        {
          "material_type": "Lab Manual",
          "title": "Persistent static hierarchy",
          "is_publicly_accessible": false,
          "identifier": "COM292-MAT-483",
          "quantity": 31
        }
      ]
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "networking",
        "data structures",
        "machine learning",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "database",
            "data structures"
          ],
          "suggested_assessments": [
            "project",
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "database",
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Diverse didactic matrix",
          "is_publicly_accessible": true,
          "identifier": "COM292-MAT-778",
          "quantity": 9
        }
      ],
      "duration_hours": 17
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Logic",
      "linked_topic": "Formal Verification",
      "relevance_notes": "Western two wait."
    }
  ],
  "alignment_notes": "Argue rock act also. Yes perform his.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on database application.",
      "gap_category": "missing_content",
      "affected_objectives_ids": [
        "OBJ-04-02",
        "OBJ-04-01",
        "OBJ-03-04"
      ]
    },
    {
      "gap_description": "Insufficient focus on machine learning application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-02-01",
        "OBJ-03-03"
      ]
    }
  ]
}