SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email
Download as PPTX, PDF0 likes97 views
Global M365 Developer Bootcamp 2020 Hyderabad: SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email
![Key Phrase Extraction:
• The Key Phrase extraction evaluate unstructured text and returns a
list of key phrases.
• It is useful to quickly identify main points in documents.
INPUT OUTPUT
"documents": [
{
"language": "en",
"id": "1",
"text": "We love this trail and make
the trip every year. The views are
breath taking and well worth the
hike!"
},
"documents":[
{
"id":"1",
"keyPhrases":[
"year",
"trail",
"trip",
"views",
"hike“
],
},
#M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd](https://image.slidesharecdn.com/spfxoutlookadd-inwithazurecognitiveservicestodetectthesentimentbeforesendingemail1-201021180757/85/SPFx-Outlook-add-in-with-Azure-Cognitive-services-to-detect-the-sentiment-before-sending-email-10-320.jpg)
![Sentiment Analysis
INPUT OUTPUT
{
"documents": [
{
"language": "en",
"id": "1",
"text": "The restaurant had
great food and our waiter was
friendly."
}
]
}
"documents": [
{
"id": "1",
"sentiment": "positive",
"confidenceScores": {
"positive": 1.0,
"neutral": 0.0,
"negative": 0.0
},
"sentences": [
{
"sentiment": "positive",
"confidenceScores": {
"positive": 1.0,
"neutral": 0.0,
"negative": 0.0
},
"offset": 0,
"length": 58,
"text": "The restaurant had
great food and our waiter was
friendly."
#M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd](https://image.slidesharecdn.com/spfxoutlookadd-inwithazurecognitiveservicestodetectthesentimentbeforesendingemail1-201021180757/85/SPFx-Outlook-add-in-with-Azure-Cognitive-services-to-detect-the-sentiment-before-sending-email-12-320.jpg)
Ad
More Related Content
Similar to SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email (20)
More from Jenkins NS (20)
Ad
Recently uploaded (20)
Ad
SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email
- 1. SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 2. Jayakumar Balasubramaniam Product Lead • Microsoft Certified Trainer (MCT) • Microsoft Certified Solution Developer (MCSD) • Blogger and Speaker [email protected] @jayakumrB https://www.linkedin.com/in/j ayakumarbalasubramaniam/ #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 3. Sarah Rajkumar Product Engineer • Work on Microsoft 365 & Azure platforms • Blogger and Speaker [email protected] @sarahr1708 https://www.linkedin.com/in/ sarah-r-1963a1147 #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 4. Agenda • Azure Cognitive Service • Azure Sentiment Analysis • SharePoint Framework Outlook Add-in • Integrate with Azure Sentiment Analysis • Configuring SPFx in Outlook #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 5. Azure Cognitive Services Cognitive Services are a set of machine learning algorithms helps to build Intelligence software applications. No machine machine-learning expertise is required to use them API call alone can embed AI capabilities into your existing applications. #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 6. List of Azure Cognitive Services DECISION LANGUAGE SPEECH VISION WEB SEARCH #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 7. Language • Extract meaning from unstructured data • Language service contains five different services • Immersive Reader • Language Understanding • QnA Maker • Text Analytics • Translator #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 8. Text Analytics • Text Analytics detect sentiment, Key phrases and named entities. • Identify and categories Important concepts • Extract key phrases in unstructured text • Better Understand customer perception #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 9. Named-entity recognition • Named-entity recognition has ability to identify the different entities in text and categorize them into pre-defined classes or types such as person, location, event, product and organization. INPUT OUTPUT Wimbledon is a tennis tournament held in the UK in the first two weeks of July 2020. Event :tournament Sport name(s): tennis Location: UK Month: July Year: 2020 #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 10. Key Phrase Extraction: • The Key Phrase extraction evaluate unstructured text and returns a list of key phrases. • It is useful to quickly identify main points in documents. INPUT OUTPUT "documents": [ { "language": "en", "id": "1", "text": "We love this trail and make the trip every year. The views are breath taking and well worth the hike!" }, "documents":[ { "id":"1", "keyPhrases":[ "year", "trail", "trip", "views", "hike“ ], }, #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 11. Sentiment Analysis • Sentiment Analysis is useful for detecting positive and negative sentiment in social media, customer reviews etc. • After sending sentiment request it labels into three • Positive • Neutral • Negative #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 12. Sentiment Analysis INPUT OUTPUT { "documents": [ { "language": "en", "id": "1", "text": "The restaurant had great food and our waiter was friendly." } ] } "documents": [ { "id": "1", "sentiment": "positive", "confidenceScores": { "positive": 1.0, "neutral": 0.0, "negative": 0.0 }, "sentences": [ { "sentiment": "positive", "confidenceScores": { "positive": 1.0, "neutral": 0.0, "negative": 0.0 }, "offset": 0, "length": 58, "text": "The restaurant had great food and our waiter was friendly." #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 14. SharePoint Framework Outlook Add-in • Office Add-in available from v1.10 • Deploy in Outlook WebApp • Host the app in SharePoint • Only available in Preview • Developer Preview supports only Outlook web access #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 15. Benefits of SPFx Office Add-in No change in development model Single code base across MS Teams + SharePoint + Outlook Hosted in SharePoint Easy to access Graph API #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 16. Three Different Context in SPFx this.props.context.sdks.office.context this.props.context.sdks.microsoftTeams.context this.props.context.pageContext #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 17. Building Office Add-In using SPFx • yo @microsoft/sharepoint --plusbeta • npm install @types/office-js --save-dev • This.context.sdks.office.context.mailbox • Use the package "@azure/ai-text-analytics" • Build and Deploy in SharePoint AppCatalog • Activate the Add-In using Outlook Web • Generally it will be accessible only in outlook INBOX #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 18. Integrate SPFx Outlook Add-in Mail Compose #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
Editor's Notes
- #5: https://www.chakray.com/5-main-benefits-of-identity-management/
- #6: https://www.chakray.com/5-main-benefits-of-identity-management/
- #7: https://www.chakray.com/5-main-benefits-of-identity-management/
- #8: https://www.chakray.com/5-main-benefits-of-identity-management/
- #9: https://www.chakray.com/5-main-benefits-of-identity-management/
- #10: https://www.chakray.com/5-main-benefits-of-identity-management/
- #11: https://www.chakray.com/5-main-benefits-of-identity-management/
- #12: https://www.chakray.com/5-main-benefits-of-identity-management/
- #13: https://www.chakray.com/5-main-benefits-of-identity-management/
- #15: https://www.chakray.com/5-main-benefits-of-identity-management/
- #16: https://www.chakray.com/5-main-benefits-of-identity-management/
- #17: https://www.chakray.com/5-main-benefits-of-identity-management/
- #18: https://www.chakray.com/5-main-benefits-of-identity-management/
- #19: https://www.chakray.com/5-main-benefits-of-identity-management/