The Research panel provides access to scientific publications, including peer-reviewed articles, conference proceedings, and books, within your search domain, guided by selected metrics. Enables the analysis of global scientific activity, advancements, and trends across various fields of innovation and technology.

Research publications are updated daily. For Expert searches, we cover a period of up to 10 years, and for Smart searches, up to 5 years. Starting with the most recent patents, we continue going back year by year until we gather enough relevant results, offering up to 500 items for your search.

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Panel fields and filters

Research outcomes are enriched by diverse fields that provide comprehensive insights.

• Title. Displays the name of the scientific publication.
• Relevance.  This indicator measures how closely the publication is related to your query.
• Authors. The publication’s authors.
• Published. The year in which the document was published, or added to the database.
• Source. The name of the journal or book series the document was published in.
• Type. The publication’s type can be one of the following:
  • Article. Journal articles, articles from conference proceedings, and technical reports.
  • Book. Monographs and textbooks.
• Scientific Fields. The scientific field that the journal or series is assigned to.
• Sector. Hand-tailored by MAPEGY:
  
  • Mobility. Organizations and activities related to products and services which aim to optimize the mobility of goods and people via different modes of transport (notably car/road, train/rail, airplane/air, and ship/water).
  • Electronics & Consumer Goods. Organizations and activities related to the production and marketing of electronic and digital devices such as phones, wearables, or television sets, as well as consumer products like domestic appliances, furniture, or clothing.
  • Industrials. Organizations and activities related to the manufacturing and distribution of capital goods such as machinery and equipment for aerospace and defense, building products, electrical equipment, and tools for handling, measurement and testing.
  • IT & Telecommunications. Organizations and activities related to technology, products and services for storing, processing, retrieving and sending information, as well as research & development in fields related to data science, computer science and mathematics.
  • Life & Food Sciences. Organizations and activities related to the research, development, production and marketing of products and services in the fields of health, agriculture, medicine, and the pharmaceutical and food science industries.
  • Energy & Infrastructure. Activities related to urban development, civil and environmental engineering, and organizations that promote the exploration, production, refining, marketing, storage and transportation of electric power, gas, water, and other public commodities and services.
  • Materials & Chemicals. Organizations and activities related to the manufacturing of chemicals, construction materials, glass, paper, textiles, and packaging products, as well as as the mining or refining of metals, minerals and alloys, including steel.
  • Business & Finance. Organizations and activities related to economic services such as banking, finance, insurance, human resources, marketing, management, and consulting.
  • Culture & Society. Includes activities related to the arts, literature, and music, as well as public services like education, and organizations in the entertainment, media, or hospitality industry.

Search

Use the search bar at the top of the panel to explore the 500 available results.

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Filter by field

The filter button, located at the top left of the table, allows you to narrow down your results based on the predefined fields above.

Simply click on Filters, choose the field you want to filter by, and set your criteria.

Please note that some filters operate on the server side, loading a new set of 500 results. In the Research panel, these include: Publisher, Series, and Type.
The remaining filters will only apply to the 500 results displayed.

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Edit fields

You can customize which fields are visible, tailoring the display to your needs.
Just click on the Fields option on the left side of the screen, and select your preferred fields.

Note: Not all selected fields may be visible in the list view. If this occurs, you’ll see an exclamation mark next to the field settings, indicating adjustments may be needed for optimal display.
Clicking on an item will display full details.

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Trend charts

In addition to the table, the Research panel includes a trend chart for your Expert searches, allowing you to track how publication activity has evolved over time.
The Research trend chart displays publication activity for the last 10 years, breaking down the number of relevant articles published each year.

SCOUT provides you with absolute, normalized, and extrapolated counts. Use the dropdown at the top of the Trends chart to select your preferred count type.

• Absolute counts: Estimation of raw counts of relevant publications published each year, providing a direct measure of activity.
• Normalized counts: The number of relevant scientific publications adjusted relative to the total publication volume in MAPEGY's Innovation Graph, helping reduce bias and account for fluctuations in global activity.

In green, you can see extrapolated counts: A projection of future trends in publication activity, based on statistical regression.

Some research publications do not include a specific day or month in their publication dates.
In such cases, we assign a default date—typically the start of the year or month (e.g., '2019' becomes '2019-01-01')—for aggregation purposes.
As a result, you may notice slight spikes at the beginning of a year or month when using finer time resolutions in trend charts.
To address this, we recommend either switching to a yearly resolution or enabling the 'Normalized Counts' option.
Normalization adjusts publication counts relative to the total number of publications within the selected timeframe, helping you identify clearer and more consistent trends.

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Filter by date

You can utilize the trend charts to filter by date:

• Hover over any bar to see the number of publications for that year.‍
• Click on a bar to set it as the start date of your filter. Click on another bar to set it as the end date, completing your selected time frame. The publications will then be filtered to match the chosen date range.

Filtering by date will load a new set of 500 results.

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Summarize results with AI

You can also summarize your research results with the AI-powered summarization feature, designed to quickly highlight the most critical aspects of your search. This feature helps you identify the top five innovation categories, making it easier to focus on what matters most.

This smart summarization extracts the key innovation-related points from research titles. Summarizations are tailored to your applied filters, ensuring relevance to your specific focus areas.

Just click on the magic wand at the top of the panel, a popup will appear displaying the summarized results with:‍

• ‍Related Articles linked to your data table where matches exist.‍
• Copy Functionality for effortless integration into projects.

For SCOUT to provide an AI summary, your search must return at least 25 research publications. If fewer, the summary button will not appear

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Read full publication

Clicking on a publication will redirect you to the external source, allowing you to read the full publication.
You might need a subscription to the publication in order to access the full text.

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Enable alerts for new publications

You can activate alerts to be notified about new integrated scientific publications related to your search.

Check out these articles to learn more.