# US 12,119,105 B2 · Engagement monitoring engine for pharmaceutical articles

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- Number: US 12,119,105 B2
- Document ID: US12119105B2
- Status: Granted
- Kind: B2
- Application number: 17/170,083
- Filed: 2021-02-08
- Published: 2022-08-11
- Granted: 2024-10-15
- Earliest claimed: 2021-02-08
- Assignees: ACTO Technologies Inc.
- Applicants: ACTO Technologies Inc.
- Inventors: Kumar Karthik Erramilli; Parth Khanna; Kapil Kalra
- Web page: https://patentgrep.com/patent/US12119105B2

## CPC

- G16H 40/20: for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
- G06N 5/04: Inference or reasoning models
- G06Q 30/0203: Market surveys; Market polls
- G06Q 30/0251: Targeted advertisements
- G06Q 30/0282: Rating or review of business operators or products
- G06Q 30/0631: {Recommending goods or services}
- G06Q 50/22: Social work or social welfare, e.g. community support activities or counselling services
- G09B 7/00: Electrically-operated teaching apparatus or devices working with questions and answers (mechanically operated G09B3/00; computing arrangements G06F)
- G16H 10/20: for electronic clinical trials or questionnaires
- G16H 50/70: for mining of medical data, e.g. analysing previous cases of other patients
- G16H 70/40: relating to drugs, e.g. their side effects or intended usage
- H04L 67/12: specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
- G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G06N: COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G09B: EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS (devices for psychotechnics or for testing reaction times A61B5/16; games, sports, amusements A63; projectors, projector screens G03B)
- H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)

## Abstract

Various implementations disclosed herein include devices, systems, and methods for monitoring engagement associated with pharmaceutical articles. In various implementations, a device includes a non-transitory memory and a processor coupled with the non-transitory memory. In some implementations, a method includes obtaining engagement data indicating engagement associated with a pharmaceutical article. In some implementations, the method includes identifying a plurality of topics associated with the pharmaceutical article. In some implementations, the method includes determining respective comprehension scores for the plurality of topics based on the engagement data. In some implementations, the method includes recommending a set of one or more media content items related to a subset of the plurality of topics based on the respective comprehension scores for the plurality of topics.

## Claims

### Claim 1

A method comprising:
at a device including a non-transitory memory, a display and a processor coupled with the non-transitory memory and the display:
receiving a plurality of recommended media content items that provide information regarding a subset of a plurality of topics related to a pharmaceutical article, wherein a content recommendation engine identifies the plurality of recommended media content items based on respective comprehension scores of a medical representative for the subset of the plurality of topics being below a threshold comprehension score;
displaying, on the display, a graphical user interface (GUI) that includes a first selectable tile that represents a first recommended media content item from the plurality of recommended media content items recommended by the content recommendation engine and a second selectable tile that represents a second recommended media content item from the plurality of recommended content items recommended by the content recommendation engine;
detecting a tap gesture selecting the first selectable tile that represents the first recommended media content item; and
in response to detecting the tap gesture selecting the first selectable tile that represents the first recommended media content item, displaying, within the GUI, an expanded view of the first selectable tile that includes:
a video,
a play button for playing the video, and
a progress bar with a filled portion that corresponds to a current comprehension score indicating how well the medical representative understands a first topic covered by the first recommended media content item and a visual marker in an unfilled portion of the progress bar indicating a target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 2 (depends on 1)

The method of claim 1, wherein the expanded view of the first selectable tile further displays a numerical value adjacent to the progress bar, wherein the numerical value is a difference between the current comprehension score and the target comprehension score.

### Claim 3 (depends on 1)

The method of claim 1, wherein the expanded view of the first selectable tile further displays a text string adjacent to the progress bar, wherein the text string describes a comprehension level of the medical representative with respect to the first topic and the text string is generated based on a mapping of comprehension scores to comprehension levels.

### Claim 4 (depends on 1)

The method of claim 1, wherein the expanded view of the first selectable tile further includes:
a second progress bar that is displayed below the progress bar, wherein the second progress bar includes:
a filled portion that corresponds to a second current comprehension score indicating how well the medical representative understands a second topic covered by the first recommended media content item, and
a second visual marker in an unfilled portion of the second progress bar indicating a second target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 5 (depends on 4)

The method of claim 4, wherein the expanded view of the first selectable tile further includes:
a third progress bar that is displayed below the second progress bar, wherein the third progress bar includes:
a filled portion that corresponds to a third current comprehension score indicating how well the medical representative understands a third topic covered by the first recommended media content item, and
a third visual marker in an unfilled portion of the third progress bar indicating a third target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 6 (depends on 5)

The method of claim 5, wherein the first selectable tile includes a first symbol of the first topic, a second symbol of the second topic and a third symbol of the third topic in order to indicate that the first recommended media content item provides information regarding the first topic, the second topic and the third topic.

### Claim 7 (depends on 1)

The method of claim 1, wherein the first selectable tile includes a first symbol of the first topic covered by the first recommended media content item, a second symbol of a second topic covered by the first recommended media content item and a third symbol of a third topic covered by the first recommended media content item; and
wherein the second selectable tile includes a fourth symbol of a fourth topic covered by the second recommended media content item and a fifth symbol of a fifth topic covered by the second recommended media content item.

### Claim 8 (depends on 1)

The method of claim 1, wherein the first selectable tile and the second selectable tile are displayed in a vertical configuration such that the first selectable tile is closer to a top edge of the device than the second selectable tile.

### Claim 9

A non-transitory memory storing one or more programs, which, when executed by one or more processors of a device with a display, cause the device to:
receive a plurality of recommended media content items that provide information regarding a subset of a plurality of topics related to a pharmaceutical article, wherein a content recommendation engine identifies the plurality of recommended media content items based on respective comprehension scores of a medical representative for the subset of the plurality of topics being below a threshold comprehension score;
display, on the display, a graphical user interface (GUI) that includes a first selectable tile that represents a first recommended media content item from the plurality of recommended media content items recommended by the content recommendation engine and a second selectable tile that represents a second recommended media content item from the plurality of recommended content items recommended by the content recommendation engine;
detect a tap gesture selecting the first selectable tile that represents the first recommended media content item; and
in response to detecting the tap gesture selecting the first selectable tile that represents the first recommended media content item, display, within the GUI, an expanded view of the first selectable tile GUI element that includes:
a video,
a play button for playing the video, and
a progress bar with a filled portion that corresponds to a current comprehension score indicating how well the medical representative understands a first topic covered by the first recommended media content item and a visual marker in an unfilled portion of the progress bar indicating a target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 10 (depends on 9)

The non-transitory memory of claim 9, wherein the expanded view of the first selectable tile further displays a numerical value adjacent to the progress bar, wherein the numerical value is a difference between the current comprehension score and the target comprehension score.

### Claim 11 (depends on 9)

The non-transitory memory of claim 9, wherein the expanded view of the first selectable tile further displays a text string adjacent to the progress bar, wherein the text string describes a comprehension level of the medical representative with respect to the first topic and the text string is generated based on a mapping of comprehension scores to comprehension levels.

### Claim 12 (depends on 9)

The non-transitory memory of claim 9, wherein the expanded view of the first selectable tile further includes:
a second progress bar that is displayed below the progress bar, wherein the second progress bar includes:
a filled portion that corresponds to a second current comprehension score indicating how well the medical representative understands a second topic covered by the first recommended media content item, and
a second visual marker in an unfilled portion of the second progress bar indicating a second target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 13 (depends on 12)

The non-transitory memory of claim 12, wherein the expanded view of the first selectable tile further includes:
a third progress bar that is displayed below the second progress bar, wherein the third progress bar includes:
a filled portion that corresponds to a third current comprehension score indicating how well the medical representative understands a third topic covered by the first recommended media content item, and
a third visual marker in an unfilled portion of the third progress bar indicating a third target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 14 (depends on 13)

The non-transitory memory of claim 13, wherein the first selectable tile includes a first symbol of the first topic, a second symbol of the second topic and a third symbol of the third topic in order to indicate that the first recommended media content item provides information regarding the first topic, the second topic and the third topic.

### Claim 15 (depends on 9)

The non-transitory memory of claim 9, wherein the first selectable tile includes a first symbol of the first topic covered by the first recommended media content item, a second symbol of a second topic covered by the first recommended media content item and a third symbol of a third topic covered by the first recommended media content item; and
wherein the second selectable tile includes a fourth symbol of a fourth topic covered by the second recommended media content item and a fifth symbol of a fifth topic covered by the second recommended media content item.

### Claim 16 (depends on 9)

The non-transitory memory of claim 9, wherein the first selectable tile and the second selectable tile are displayed in a vertical configuration such that the first selectable tile is closer to a top edge of the device than the second selectable tile.

### Claim 17

A device comprising:
one or more processors;
a non-transitory memory;
a display; and
one or more programs stored in the non-transitory memory, which, when executed by the one or more processors, cause the device to:
receive a plurality of recommended media content items that provide information regarding a subset of a plurality of topics related to a pharmaceutical article, wherein a content recommendation engine identifies the plurality of recommended media content items based on respective comprehension scores of a medical representative for the subset of the plurality of topics being below a threshold comprehension score;
display, on the display, a graphical user interface (GUI) that includes a first selectable tile that represents a first recommended media content item from the plurality of recommended media content items recommended by the content recommendation engine and a second selectable tile that represents a second recommended media content item from the plurality of recommended content items recommended by the content recommendation engine;
detect a tap gesture selecting the first selectable tile that represents the first recommended media content item; and
in response to detecting the tap gesture selecting the first selectable tile that represents the first recommended media content item, display, within the GUI, an expanded view of the first selectable tile that includes:
a video,
a play button for playing the video, and
a progress bar with a filled portion that corresponds to a current comprehension score indicating how well the medical representative understands a first topic covered by the first recommended media content item and a visual marker in an unfilled portion of the progress bar indicating a target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 18 (depends on 17)

The device of claim 17, wherein the expanded view of the first selectable tile further displays a numerical value adjacent to the progress bar, wherein the numerical value is a difference between the current comprehension score and the target comprehension score.

### Claim 19 (depends on 17)

The device of claim 17, wherein the expanded view of the first selectable tile further displays a text string adjacent to the progress bar, wherein the text string describes a comprehension level of the medical representative with respect to the first topic and the text string is generated based on a mapping of comprehension scores to comprehension levels.

### Claim 20 (depends on 17)

The device of claim 17, wherein the expanded view of the first selectable tile further includes:
a second progress bar that is displayed below the progress bar, wherein the second progress bar includes:
a filled portion that corresponds to a second current comprehension score indicating how well the medical representative understands a second topic covered by the first recommended media content item, and
a second visual marker in an unfilled portion of the second progress bar indicating a second target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 21 (depends on 20)

The device of claim 20, wherein the expanded view of the first selectable tile further includes:
a third progress bar that is displayed below the second progress bar, wherein the third progress bar includes:
a filled portion that corresponds to a third current comprehension score indicating how well the medical representative understands a third topic covered by the first recommended media content item, and
a third visual marker in an unfilled portion of the third progress bar indicating a third target comprehension score that the medical representative is expected to have upon viewing the video.

### Claim 22 (depends on 21)

The device of claim 21, wherein the first selectable tile includes a first symbol of the first topic, a second symbol of the second topic and a third symbol of the third topic in order to indicate that the first recommended media content item provides information regarding the first topic, the second topic and third topic.