<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-COM158-330
**Date of Analysis:** 2025-06-22

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM158: Software Engineering Principles - Fall 2025', 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 14 to 15.
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 data structures, object-oriented programming. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of data structures.', which is categorized at the 'Remember' cognitive level. Supporting resources include a Journal Article titled 'Multi-layered homogeneous neural-net'. 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: She compare one account coach. Thank remain vote couple everybody. Seek administration Mr thank.

**Interdisciplinary Opportunities:**
An opportunity for cross-curricular linkage with Mathematics was identified, particularly around the topic of 'Discrete Mathematics'. Employee practice office organization nation.</data>
{
  "analysis_id": "CALIGN-2025-COM158-330",
  "analysis_date": "2025-06-22",
  "source_document_type": "Lesson Plan",
  "source_document_title": "COM158: Software Engineering Principles - Fall 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 14,
    "grade_level_max": 15,
    "educational_setting": "University Undergraduate"
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "data structures",
        "object-oriented programming",
        "algorithms",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "algorithms",
            "database",
            "networking",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "essay",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to design the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "algorithms",
            "networking",
            "object-oriented programming",
            "machine learning"
          ],
          "suggested_assessments": [
            "presentation",
            "essay",
            "problem_solving_set"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to debug the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Multi-layered homogeneous neural-net",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-5540779746",
          "quantity": 11
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Integrated clear-thinking attitude",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-6616487269",
          "quantity": 16
        },
        {
          "material_type": "Lab Manual",
          "title": "Extended modular parallelism",
          "is_publicly_accessible": true,
          "identifier": "COM158-MAT-689",
          "quantity": 36
        }
      ],
      "duration_hours": 17
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "machine learning",
        "algorithms",
        "data structures",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "object-oriented programming",
            "data structures",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project",
            "essay"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "algorithms",
            "machine learning",
            "data structures",
            "networking"
          ],
          "suggested_assessments": [
            "presentation",
            "lab_report"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "object-oriented programming",
            "algorithms"
          ],
          "suggested_assessments": [
            "lab_report",
            "problem_solving_set"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Front-line cohesive implementation",
          "is_publicly_accessible": false,
          "identifier": "https://richardson-lynch.com/",
          "quantity": 8
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Ergonomic multi-state focus group",
          "is_publicly_accessible": true
        },
        {
          "material_type": "Online Video",
          "title": "User-centric needs-based open architecture",
          "is_publicly_accessible": false,
          "identifier": "https://little.com/"
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Database Systems",
      "key_concepts": [
        "algorithms",
        "data structures",
        "object-oriented programming",
        "networking"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to implement the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "data structures",
            "algorithms",
            "database"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "presentation",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "project",
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "data structures",
            "algorithms"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to architect the concept of algorithms.",
          "keywords": [
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Create"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Total needs-based access",
          "is_publicly_accessible": false,
          "quantity": 32
        },
        {
          "material_type": "Online Video",
          "title": "Fully-configurable regional conglomeration",
          "is_publicly_accessible": false
        },
        {
          "material_type": "Software Tool",
          "title": "Versatile even-keeled knowledgebase",
          "is_publicly_accessible": false,
          "quantity": 8
        }
      ],
      "duration_hours": 15
    },
    {
      "unit_id": "UNIT-04",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "object-oriented programming",
        "networking",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-04-01",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "data structures",
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "lab_report",
            "project",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-04-02",
          "description": "Students will be able to debug the concept of data structures.",
          "keywords": [
            "algorithms",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "presentation"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-04-03",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "algorithms",
            "database",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report",
            "project"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Programmable user-facing software",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-4535143126"
        },
        {
          "material_type": "Software Tool",
          "title": "Polarized content-based archive",
          "is_publicly_accessible": false
        }
      ]
    }
  ],
  "cross_curricular_links": [
    {
      "linked_subject": "Mathematics",
      "linked_topic": "Discrete Mathematics",
      "relevance_notes": "Employee practice office organization nation."
    }
  ],
  "alignment_notes": "She compare one account coach. Thank remain vote couple everybody. Seek administration Mr thank."
}