<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-COM353-724
**Date of Analysis:** 2024-12-29

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM353: Advanced Algorithms - Spring 2024', 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 14.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Advanced Algorithms' is projected to require approximately 14 instructional hours. It focuses on core concepts such as data structures, algorithms. A key objective in this section (Ref: OBJ-01-01) is for students to ' analyze the concept of networking.', which is categorized at the 'unspecified' cognitive level. Supporting resources include a Online Video titled 'Balanced dynamic software'. 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: Discuss according difference figure wall. Small still western drug certain inside. Such identify smile realize public reason send week.

**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-01-02, OBJ-02-01. </data>
{
  "analysis_id": "CALIGN-2024-COM353-724",
  "analysis_date": "2024-12-29",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM353: Advanced Algorithms - Spring 2024",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 13,
    "grade_level_max": 14
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "data structures",
        "algorithms",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "database",
            "machine learning",
            "algorithms"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to implement the concept of machine learning.",
          "keywords": [
            "algorithms",
            "machine learning",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay",
            "problem_solving_set"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Balanced dynamic software",
          "is_publicly_accessible": false,
          "identifier": "https://www.galvan-lopez.net/"
        },
        {
          "material_type": "Journal Article",
          "title": "Public-key homogeneous analyzer",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-8731042646",
          "quantity": 41
        },
        {
          "material_type": "Textbook Chapter",
          "title": "De-engineered well-modulated protocol",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-8929045871",
          "quantity": 30
        }
      ],
      "duration_hours": 14
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "algorithms",
        "networking",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "database",
            "algorithms",
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "database",
            "algorithms"
          ],
          "suggested_assessments": [
            "problem_solving_set",
            "presentation",
            "essay"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to architect the concept of database.",
          "keywords": [
            "machine learning",
            "algorithms",
            "database"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project"
          ],
          "cognitive_level": "Evaluate"
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Inverse bi-directional data-warehouse",
          "is_publicly_accessible": true,
          "quantity": 41
        },
        {
          "material_type": "Online Video",
          "title": "Organized coherent website",
          "is_publicly_accessible": true,
          "identifier": "https://hanson-garza.net/"
        }
      ],
      "duration_hours": 21
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Network Security",
      "key_concepts": [
        "networking",
        "machine learning",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to design the concept of data structures.",
          "keywords": [
            "algorithms",
            "object-oriented programming",
            "data structures"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "networking",
            "algorithms"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "project",
            "problem_solving_set"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Expanded disintermediate definition",
          "is_publicly_accessible": false,
          "quantity": 15
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Multi-tiered composite hardware",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-4401939720"
        }
      ],
      "duration_hours": 20
    }
  ],
  "alignment_notes": "Discuss according difference figure wall. Small still western drug certain inside. Such identify smile realize public reason send week.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on database application.",
      "gap_category": "missing_content",
      "affected_objectives_ids": [
        "OBJ-01-02",
        "OBJ-02-01"
      ]
    }
  ]
}