---
title: It is given that a viewer, having watched a single video concerning… — Voice assistants and recommendations · tree and pragmatics
description: It is given that a viewer, having watched a single video concerning cats, is subsequently presented with numerous similar videos. Identify the principal reason for this. Exam question 2 of lesson 17 «Voice assistants and recommendations» of the AI course of Mova's primary school, with the dependency
---

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# Exam question 2 · Voice assistants and recommendations

<!-- .ven lang=en -->
It is given that a viewer, having watched a single video concerning cats, is subsequently presented with numerous similar videos. Identify the principal reason for this.

<!-- .vintro -->
**Mova's choice:** option 1 · **The right answer:** option 4 · wrong ✗ · **Who acts:** single video, you · **What happens:** give, watch, concern, present, identify · **To what, where:** It, single video, cats, principal reason

<!-- .vabout -->
This is exam question 2 of lesson 17 «Voice assistants and recommendations» of the AI course of Mova's primary school, asked in stiff, formal language. The page gives the question's syntax tree — a dependency tree in the style of Universal Dependencies — and its pragmatics clause by clause, then the 4 options as the student saw them, each with its tree and pragmatics. Every text is parsed by Mova itself. How the student answered it, with the score of every option and why: [the test at school](https://md.mova.elamur.ai/free/en/school-run/ai/17-voice-assistants-recommendations/#e2).

## The question {#question}

<!-- .note -->
*Sentence 1:* It is given that a viewer, having watched a single video concerning cats, is subsequently presented with numerous similar videos.

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:1
# text = It is given that a viewer, having watched a single video concerning cats, is subsequently presented with numerous similar videos.
1	It	it	PRON	PRP	Case=Nom|Gender=Neut|Number=Sing|Person=3|PronType=Prs	3	nsubj:pass	_	_
2	is	be	AUX	VBZ	Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin	3	aux:pass	_	_
3	given	give	VERB	VBN	Tense=Past|VerbForm=Part|Voice=Pass	0	root	_	_
4	that	that	SCONJ	IN	_	6	mark	_	_
5	a	a	DET	DT	Definite=Ind|PronType=Art	6	det	_	_
6	viewer	viewer	NOUN	NN	Number=Sing	3	xcomp	_	SpaceAfter=No
7	,	,	PUNCT	,	_	9	punct	_	_
8	having	have	AUX	VBG	Tense=Pres|VerbForm=Part	9	aux	_	_
9	watched	watch	VERB	VBN	Tense=Past|VerbForm=Part	3	parataxis	_	_
10	a	a	DET	DT	Definite=Ind|PronType=Art	12	det	_	_
11	single	single	ADJ	JJ	Degree=Pos	12	amod	_	_
12	video	video	NOUN	NN	Number=Sing	9	obj	_	_
13	concerning	concern	VERB	VBG	VerbForm=Ger	12	acl	_	_
14	cats	cat	NOUN	NNS	Number=Plur	13	obj	_	SpaceAfter=No
15	,	,	PUNCT	,	_	18	punct	_	_
16	is	be	AUX	VBZ	Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin	18	aux:pass	_	_
17	subsequently	subsequently	ADV	RB	_	18	advmod	_	_
18	presented	present	VERB	VBN	Tense=Past|VerbForm=Part|Voice=Pass	3	conj	_	_
19	with	with	ADP	IN	_	22	case	_	_
20	numerous	numerous	ADJ	JJ	Degree=Pos	22	amod	_	_
21	similar	similar	ADJ	JJ	Degree=Pos	22	amod	_	_
22	videos	video	NOUN	NNS	Number=Plur	18	obl	_	SpaceAfter=No
23	.	.	PUNCT	.	_	3	punct	_	_
```

<!-- .fr -->
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | **give** | present · passive |  | It |  |  |  |  | vn give-13.1-1 «NP V NP»: subject=Theme |
| 2 | **watch** | gerund · perfect |  | a single video |  |  |  |  | vn assessment-34.1 «NP V NP»: agent=Agent video=Theme |
| 3 | **concern** | gerund | a single video *not said here* | cats |  |  |  |  | vn amuse-31.1 «NP V NP»: agent=Stimulus cat=Experiencer |
| 4 | **present** | present · passive |  |  |  |  |  | with numerous similar videos; subsequently *property* | vn fulfilling-13.4.1 «NP V NP-Fulfilling PP.theme»: with video=Theme |

<!-- .note -->
One row per clause the reader finds. «not said here»: a role filled from the clause above. «roles by»: a VerbNet class and frame when one fits the verb, else the reader's rules on the tree.

<!-- .note -->
*Sentence 2:* Identify the principal reason for this.

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:2
# text = Identify the principal reason for this.
1	Identify	identify	VERB	VB	Mood=Imp|VerbForm=Fin	0	root	_	_
2	the	the	DET	DT	Definite=Def|PronType=Art	4	det	_	_
3	principal	principal	ADJ	JJ	Degree=Pos	4	amod	_	_
4	reason	reason	NOUN	NN	Number=Sing	1	obj	_	_
5	for	for	ADP	IN	_	6	case	_	_
6	this	this	PRON	DT	Number=Sing|PronType=Dem	4	nmod	_	SpaceAfter=No
7	.	.	PUNCT	.	_	1	punct	_	_
```

<!-- .fr -->
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | **identify** | imperative | you *not said here* | the principal reason |  |  |  | for this | vn characterize-29.2-1-1 «NP V NP S\_ING»: agent=Agent reason=Theme |

## The options {#options}

### Option 1 · ← Mova's choice {#o1}

<!-- .ven lang=en -->
The site is obliged by law to promote animal content

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:o1:1
# text = The site is obliged by law to promote animal content
1	The	the	DET	DT	Definite=Def|PronType=Art	2	det	_	_
2	site	site	NOUN	NN	Number=Sing	4	nsubj	_	_
3	is	be	AUX	VBZ	Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin	4	aux:pass	_	_
4	obliged	oblige	VERB	VBN	Tense=Past|VerbForm=Part|Voice=Pass	0	root	_	_
5	by	by	ADP	IN	_	6	case	_	_
6	law	law	NOUN	NN	Number=Sing	4	obl	_	_
7	to	to	PART	TO	_	8	mark	_	_
8	promote	promote	VERB	VB	VerbForm=Inf	4	advcl	_	_
9	animal	animal	NOUN	NN	Number=Sing	10	compound	_	_
10	content	content	NOUN	NN	Number=Sing	8	obj	_	_
```

<!-- .fr -->
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | **oblige** | present · passive | law | the site |  |  |  |  | vn compel-59.1-1 «NP V NP»: agent=Agent subject=Patient |
| 2 | **promote** | to-infinitive | law *not said here* | animal content |  |  |  |  | vn promote-102 «NP V NP»: agent=Agent content=Theme |

### Option 2 {#o2}

<!-- .ven lang=en -->
The viewer's device has been infected by malicious software

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:o2:1
# text = The viewer's device has been infected by malicious software
1	The	the	DET	DT	Definite=Def|PronType=Art	2	det	_	_
2	viewer	viewer	NOUN	NN	Number=Sing	4	nmod:poss	_	SpaceAfter=No
3	's	's	PART	POS	_	2	case	_	_
4	device	device	NOUN	NN	Number=Sing	7	nsubj:pass	_	_
5	has	have	AUX	VBZ	Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin	7	aux	_	_
6	been	be	AUX	VBN	Tense=Past|VerbForm=Part	7	aux:pass	_	_
7	infected	infect	VERB	VBN	Tense=Past|VerbForm=Part|Voice=Pass	0	root	_	_
8	by	by	ADP	IN	_	10	case	_	_
9	malicious	malicious	ADJ	JJ	Degree=Pos	10	amod	_	_
10	software	software	NOUN	NN	Number=Sing	7	obl	_	_
```

<!-- .fr -->
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | **infect** | present · perfect · passive | malicious software | the viewer's device |  |  |  |  | vn fill-9.8 «NP V NP»: agent=Theme subject=Destination |

### Option 3 {#o3}

<!-- .ven lang=en -->
Human staff select videos individually for each viewer

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:o3:1
# text = Human staff select videos individually for each viewer
1	Human	human	ADJ	JJ	Degree=Pos	2	amod	_	_
2	staff	staff	NOUN	NN	Number=Sing	4	compound	_	_
3	select	select	ADJ	JJ	Degree=Pos	4	amod	_	_
4	videos	video	NOUN	NNS	Number=Plur	0	root	_	_
5	individually	individually	ADV	RB	_	4	advmod	_	_
6	for	for	ADP	IN	_	8	case	_	_
7	each	each	DET	DT	PronType=Tot	8	det	_	_
8	viewer	viewer	NOUN	NN	Number=Sing	5	obl	_	_
```

<!-- .note -->
The frames reader finds no event or fact in this sentence.

### Option 4 · ✓ the right answer {#o4}

<!-- .ven lang=en -->
The recommendation system infers preferences from previous viewing

```conllu
# sent_id = question:ai:17-voice-assistants-recommendations:e2:o4:1
# text = The recommendation system infers preferences from previous viewing
1	The	the	DET	DT	Definite=Def|PronType=Art	3	det	_	_
2	recommendation	recommendation	NOUN	NN	Number=Sing	3	compound	_	_
3	system	system	NOUN	NN	Number=Sing	4	nsubj	_	_
4	infers	infer	VERB	VBZ	Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin	0	root	_	_
5	preferences	preference	NOUN	NNS	Number=Plur	4	obj	_	_
6	from	from	ADP	IN	_	8	case	_	_
7	previous	previous	ADJ	JJ	Degree=Pos	8	amod	_	_
8	viewing	viewing	NOUN	NN	Number=Sing	4	obl	_	_
```

<!-- .fr -->
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | **infer** | present | the recommendation system | preferences |  | previous viewing |  |  | vn deduce-97.2 «NP V NP PP.source»: agent=Agent preference=Theme from viewing=Source |

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**Text:** the tests of Mova's primary school, written for Mova (`world/data/school/`), as the course runner gave them to the student. **Trees:** Mova's own parse — the `en` model on the CPU, when the site is built — not checked by a teacher; they may be wrong. **Frames:** Mova's frames reader (`prag`), each text read on its own. Elamur Cosmic License.

<!-- /div -->

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- ← previous: [Voice assistants and recommendations, exam 1](https://md.mova.elamur.ai/free/en/corpora/questions/ai/17-voice-assistants-recommendations/e1/)
- next →: [Voice assistants and recommendations, exam 3](https://md.mova.elamur.ai/free/en/corpora/questions/ai/17-voice-assistants-recommendations/e3/)
- ↑ back to [Voice assistants and recommendations](https://md.mova.elamur.ai/free/en/corpora/questions/ai/17-voice-assistants-recommendations/)

