Page 392 - AI Ver 3.0 class 10_Flipbook
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Factor Smart-bot Script-bot
Can adapt to new scenarios and learn from Fixed functionality; cannot adapt to new
Adaptability
interactions. scenarios unless reprogrammed.
Response Handles dynamic, context-aware, and nuanced Handles simple, straightforward tasks with
Complexity conversations. limited scope.
Can improve through machine learning and No learning capability; requires manual
Learning Ability
feedback loops. updates to change behaviour.
Flexibility Works across a variety of tasks and domains. Limited to specific tasks and workflows.
ChatGPT, customer service AI, personal assistants Basic FAQ bots, data-entry bots, or script-
Examples
like Siri or Alexa. following automation.
Development High: Requires AI training, natural language Low to Medium: Requires scripting and
Complexity processing (NLP), and ongoing updates. workflow definitions only.
3. Following is the corpus:
Document 1: This is my first experience of Text Mining.
Document 2: I have learnt new technique in this.
Perform the following functions on the above corpus:
a. Sentence Segmentation
b. Tokenization
c. Stop words removal
d. Lowercase conversion
Ans. a. This is my first experience of Text Mining.
I have learnt new techniques in this.
b. This is my first experience of Text
Mining . I have learnt new techniques
in this .
c.
my first experience Text Mining
learnt new techniques
d. this is my first experience of text mining. i have learnt new techniques in this
4. For the given corpus:
Document 1: Amit and Amita are twins.
Document 2: Amit lives with his grandparents in Shimla.
Document 3: Amita lives with her parents in Delhi.
Create a step-by-step Document Vector Table.
Ans. Step 1 Text Normalisation
Document 1: [Amit, and, Amita, are, twins]
Document 2: [Amit, lives, with, his, grandparents, in Shimla]
Document 3: [Amita, lives, with, her, parents, in Delhi]
Step 2 Create Dictionary
Amit and Amita are twins lives
with his grandparents in Shimla her
parents Delhi
390 Touchpad Artificial Intelligence (Ver. 3.0)-X

