---
# System prepended metadata

title: Virtual Psychologist for Dimensional Psychological Quality Analysis with Multi-Modal Feature Fusion

---

---
title: 'Virtual Psychologist for Dimensional Psychological Quality Analysis with Multi-Modal Feature Fusion'
---
# Virtual Psychologist for Dimensional Psychological Quality Analysis with Multi-Modal Feature Fusion

### [論文](https://drive.google.com/drive/folders/1Dt737RLmDq_heMkATwK6KrsBQLyfa8q3)

## 心理素質評估


## 論文模型架構
### Decision-level Fusion
![image](https://hackmd.io/_uploads/HJwzuv_e1l.png)


### Feature-level Fusion
![image](https://hackmd.io/_uploads/HJ-k56PgJg.png)


## 執行步驟
根據論文的內容，執行步驟如下：

**A. 執行 preprocess.py**
    若成功執行，可以在路徑為 mental_analysis/preprocess 中看到處理完的資料，分別存入指定的json檔：
    ![image](https://hackmd.io/_uploads/rJxgBqug1e.png)
    可以在資料夾裡看到指定的檔案↓，"w"↑代表若指定檔案名不存在，則創建一個。
    ![image](https://hackmd.io/_uploads/ByyVSq_eJg.png =300x)
    
**B. 執行 feature_level_factor.py**
(1) classification_5model (default)
![image](https://hackmd.io/_uploads/ryv2RcdgJx.png)
如果只是要試跑模型的話，建議由這裡更改訓練的回合數。

(2) classification_4model
![image](https://hackmd.io/_uploads/Bybrlw2lyl.png)








User story
---

```gherkin=
Feature: Guess the word

  # The first example has two steps
  Scenario: Maker starts a game
    When the Maker starts a game
    Then the Maker waits for a Breaker to join

  # The second example has three steps
  Scenario: Breaker joins a game
    Given the Maker has started a game with the word "silky"
    When the Breaker joins the Maker's game
    Then the Breaker must guess a word with 5 characters
```
> I choose a lazy person to do a hard job. Because a lazy person will find an easy way to do it. [name=Bill Gates]


```gherkin=
Feature: Shopping Cart
  As a Shopper
  I want to put items in my shopping cart
  Because I want to manage items before I check out

  Scenario: User adds item to cart
    Given I'm a logged-in User
    When I go to the Item page
    And I click "Add item to cart"
    Then the quantity of items in my cart should go up
    And my subtotal should increment
    And the warehouse inventory should decrement
```

> Read more about Gherkin here: https://docs.cucumber.io/gherkin/reference/

User flows
---
```sequence
Alice->Bob: Hello Bob, how are you?
Note right of Bob: Bob thinks
Bob-->Alice: I am good thanks!
Note left of Alice: Alice responds
Alice->Bob: Where have you been?
```

> Read more about sequence-diagrams here: http://bramp.github.io/js-sequence-diagrams/

Project Timeline
---
```mermaid
gantt
    title A Gantt Diagram

    section Section
    A task           :a1, 2014-01-01, 30d
    Another task     :after a1  , 20d
    section Another
    Task in sec      :2014-01-12  , 12d
    anther task      : 24d
```

> Read more about mermaid here: http://mermaid-js.github.io/mermaid/

## Appendix and FAQ

:::info
**Find this document incomplete?** Leave a comment!
:::

###### tags: `Templates` `Documentation`
