<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-COM287-037
**Date of Analysis:** 2025-01-12

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM287: Software Engineering Principles - Fall 2025', 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 University Undergraduate, spanning from grade level 15 to 16.
The curriculum is segmented into 4 distinct learning units. As an example, the unit 'Artificial Intelligence' is projected to require approximately 17 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 ' implement the concept of database.', which is categorized at the 'Apply' cognitive level. Supporting resources include a Online Video titled 'Re-contextualized optimizing orchestration'. 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: Behind item people face nothing effort always. Care better property child rest pressure wait professor. Price house phone affect one concern.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'insufficient_depth': Insufficient focus on database application. This particularly impacts objectives like OBJ-04-04, OBJ-02-01. The proposed remediation is to incorporate a new reading on the topic.

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Logic was identified, particularly around the topic of 'Formal Verification'. </data>
{
  "analysis_id": "CALIGN-2025-COM287-037",
  "analysis_date": "2025-01-12",
  "source_document_type": "National Standards Document",
  "source_document_title": "COM287: Software Engineering Principles - Fall 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 15,
    "grade_level_max": 16,
    "educational_setting": "University Undergraduate"
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "database",
        "data structures",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "networking",
            "database",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to analyze the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "machine learning",
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "presentation"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "presentation"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Re-contextualized optimizing orchestration",
          "is_publicly_accessible": true,
          "quantity": 46
        },
        {
          "material_type": "Lab Manual",
          "title": "User-friendly attitude-oriented moratorium",
          "is_publicly_accessible": false,
          "identifier": "COM287-MAT-618",
          "quantity": 23
        }
      ],
      "duration_hours": 17
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Network Security",
      "key_concepts": [
        "machine learning",
        "object-oriented programming",
        "networking",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "machine learning",
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "project"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "machine learning",
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "project",
            "lab_report",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to implement the concept of data structures.",
          "keywords": [
            "algorithms",
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "essay",
            "project",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Apply"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Digitized dynamic methodology",
          "is_publicly_accessible": false,
          "quantity": 3
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Polarized eco-centric ability",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-6006687305",
          "quantity": 29
        }
      ],
      "duration_hours": 25
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "data structures",
        "networking",
        "algorithms",
        "machine learning",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to implement the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "machine learning",
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "essay",
            "problem_solving_set"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to design the concept of database.",
          "keywords": [
            "database",
            "networking",
            "machine learning",
            "data structures"
          ],
          "suggested_assessments": [
            "presentation",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "machine learning",
            "database"
          ],
          "suggested_assessments": [
            "lab_report"
          ],
          "cognitive_level": "Remember"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Streamlined tangible benchmark",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-4833528694",
          "quantity": 32
        },
        {
          "material_type": "Online Video",
          "title": "Customer-focused client-server access",
          "is_publicly_accessible": false
        }
      ],
      "duration_hours": 16
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Network Security",
      "key_concepts": [
        "object-oriented programming",
        "data structures",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to analyze the concept of database.",
          "keywords": [
            "data structures",
            "machine learning"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "project"
          ],
          "cognitive_level": "Analyze"
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to implement the concept of database.",
          "keywords": [
            "machine learning",
            "database",
            "networking"
          ],
          "suggested_assessments": [
            "essay",
            "problem_solving_set"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-04-03",
          "description": "Students will be able to analyze the concept of algorithms.",
          "keywords": [
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "lab_report",
            "problem_solving_set"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-04-04",
          "description": "Students will be able to optimize the concept of database.",
          "keywords": [
            "data structures",
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report",
            "presentation"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Inverse content-based contingency",
          "is_publicly_accessible": false,
          "quantity": 36
        },
        {
          "material_type": "Lab Manual",
          "title": "Realigned optimal data-warehouse",
          "is_publicly_accessible": false,
          "identifier": "COM287-MAT-337",
          "quantity": 17
        },
        {
          "material_type": "Software Tool",
          "title": "De-engineered discrete attitude",
          "is_publicly_accessible": true,
          "identifier": "COM287-MAT-131",
          "quantity": 9
        }
      ],
      "duration_hours": 22
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Logic",
      "linked_topic": "Formal Verification"
    }
  ],
  "alignment_notes": "Behind item people face nothing effort always. Care better property child rest pressure wait professor. Price house phone affect one concern.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on database application.",
      "gap_category": "insufficient_depth",
      "affected_objectives_ids": [
        "OBJ-04-04",
        "OBJ-02-01"
      ],
      "suggested_intervention": "Incorporate a new reading on the topic."
    },
    {
      "gap_description": "Insufficient focus on networking application.",
      "gap_category": "missing_content",
      "affected_objectives_ids": [
        "OBJ-04-01"
      ]
    }
  ]
}