How Artificial Intelligence AI and Machine Learning Impact Genealogy
Artificial Intelligence and Genealogy
Elevenses with Lisa Episode 32
In this episode we tackle a few small geeky tech questions about artificial intelligence, better known as AI, that may have a pretty big impact on your genealogy life. Questions like:
- Is artificial intelligence the same thing as machine learning?
And if not how are they related? - And am I using AI, maybe without even being aware of it?
- And what impact is AI really having on our lives? Is it all good, or are there some pitfalls we need to know about?
We’re going to approach these with a focus on family history, but pretty quickly I think we’ll discover it’s a much more far-reaching subject. And that means this episode is for everyone.

Watch the free video below.
While I’ve done my own homework on this subject and written about it in my book The Genealogist’s Google Toolbox, I’m smart enough to call in an expert in the field. So, my special guest is Benjamin Lee. He is the developer of the Newspaper Navigator, the new free tool that uses artificial intelligence to help you find and extract images from the free historical newspaper collection at The Library of Congress’ Chronicling America. I covered Newspaper Navigator extensively in Elevenses with Lisa episode 26.
Ben is a 2020 Innovator-in-Residence at the Library of Congress, as well as a third year Ph.D. Student in the Paul G. Allen School for Computer Science & Engineering at the University of Washington, where he studies human-AI interaction with his advisor, Professor Daniel Weld.
He graduated from Harvard College in 2017 and has served as the inaugural Digital Humanities Associate Fellow at the United States Holocaust Memorial Museum, as well as a Visiting Fellow in Harvard’s History Department. And currently he’s a National Science Foundation Graduate Research Fellow.
Thank you so much to Ben Lee for a really interesting discussion and for making Newspaper Navigator available to researchers. I am really looking forward to hearing from him about his future updates and improvements.
Artificial Intelligence and Genealogy
Covering technology and its application to genealogy is always a bit of a double-edged sword. It can be exciting and helpful, and also problematic in its invasiveness.
Tools like family tree hints, the Newspaper Navigator and Google Lens (learn more about that in Elevenses with Lisa episode 27) all have a lot to offer our genealogy research. But on a personal level, you may be concerned about the long reaching effects of artificial intelligence on the future, and most importantly your descendants. In today’s deeply concerning cancel culture and online censorship, AI can seriously impact our privacy, security and even our freedom.
As I did my research for this episode I discovered a few things. Artificial Intelligence and machine learning is having the same kind of massive and disrupting impact that DNA has had on genealogy, with almost none of the same publicity. (For background on DNA data usage, listen to Genealogy Gems Podcast episode 217. That episode covers the use of DNA in criminal cases and how our data potentially has wide-reaching appeal to many other entities and industries.)
A quick search of artificial intelligence ancestry.com in Google Patents reveals that work continues on ways to apply AI to DNA and genealogy. (See image below)

Patent search result: a pending patent involving AI and DNA by Regeneron Pharmaceuticals, Inc.
AI now makes our genealogical research and family tree data just as valuable to others outside of genealogy.
This begs the question, who else might be interested in our family tree research and data?
Who Is Interested in Your Genealogy Data
One answer to this question is academic researchers. During my research on this subject The Record Linking Lab at Brigham Young University surfaced as just one example. It’s run by a BYU Economics Professor who published a research paper on their work called Combining Family History and Machine Learning to Link Historical Records. The paper was co-authored with a Notre Dame Economics and Women’s Studies professor.
In this example, their goals are driven by economic, social, and political issues rather than genealogy. Their published paper does offer an eye-opening look at the value that those outside the genealogy community place on all of the personal data we’re collecting and the genealogical records we are linking. Our work is about our ancestors, and therefore it is about ourselves. Even if living people are not named on our tree, they are named in the records we are linking to it. We are making it all publicly available.
In the past, historical records like birth and death, military and the census have been available to these researchers, but on an individual basis. This made them difficult to work with. Academic (and industry) researchers couldn’t easily follow these records for individual people, families, and generations of families through time in order to draw meaningful conclusions. But for the first-time machine learning is being applied to online genealogy research data making it possible to link these records to living and deceased individuals and their families.
It’s a lot to think about, but it’s important because it is our family history data. We need to understand how our data is being used inside and outside the genealogy sandbox.
Answers to Your Live Chat Questions About AI
One of the advantages of tuning into the live broadcast of each Elevenses with Lisa show is participating in the Live Chat and asking your questions.

www.GenealogyGems.com/Elevenses
From Linda J: What about all the “people search” sites (not genealogy) that have all, or a lot of, our personal date?
Lisa’s Answer: My understanding is that much of the information provided on many of the “people search” websites comes from public information. So while the information is much easier to access these days, it’s been publicly available for years. That information isn’t as accessible to projects like the one discussed in this episode because those websites don’t make their Application Programming Interface (known as API) publicly available like FamilySearch does.
From Doug H: Wouldn’t that potentially find errors in our trees?
Lisa’s Answer: Yes.
From Sheryl T: Do these academic researchers have access to the living people on the trees? Or are those protected from them as it is to the public?
Lisa’s Answer: They have access to all information attached to people marked as “Living Person.” Therefore, if the attached record names them, their identity would then be known. Click a hint on your tree at Ancestry for example, and the found records clearly spell out the name of the person they believe is your “Living” person.
From Nancy M: How long do the show notes stay available? am looking for Google Books two weeks ago and last week’s Allen Co Library.
Lisa’s Answer: The show notes remain available until the episode is archived in Premium Membership. You can find all of the currently available free Elevenses with Lisa episodes on our website in the menu under VIDEOS click Elevenses with Lisa.
Nannie A: I heard a rumor that Ancestry .com has been sold. Do you know if that’s true?
Lisa’s Answer: Yes, they were sold again this year. Read:
Private equity firm Blackstone Group Inc. buying Ancestry.com for $4.7 billion
Private equity wants to own your DNA by CBS News.
Resources
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We Dig These Gems: New Genealogy Records Online
Every Friday, we blog about new genealogy records online. Might these collections include your ancestors? And does the Google search tip we’ve added at the bottom help you out?
This week: Kansas newspapers, WWI records for the U.S. and Canada and a unique collection of mid-1800s Shaker photographs.
KANSAS NEWSPAPERS. Subscribers to Newspapers.com can search a newly enlarged database of Kansas newspapers. It “currently has more than 190 papers from almost 90 Kansas cities for a total of 4.3 million pages.” One paper dates to 1840, 20 years before statehood.
SHAKER PHOTOGRAPHS. The Shaker Museum Mount Lebanon (New York) “has launched a newly digitized online catalog of historic photography as a part of its ongoing effort to make available online a full catalog of its collections,” says this press report. Photos include “scenes of Shaker villages from the mid-late 19th Century, as well as a collection of stereograph images from this early period.”
CANADA WWI MILITARY RECORDS. Ancestry recently posted a new collection of “more than 17,000 historical military records (featuring more than 470,000 images) revealing the First World War military experiences of many Canadian soldiers. The Canada, Imperial War Service Gratuities, 1919-1921 collection contains records of Canadians who fought and served in the British Imperial services.” Note: the above link goes to Ancestry.com but the database is also available on Ancestry.ca.
U.S. WWI PHOTOGRAPHS. The National Archives (U.S.) has a newly digitized collection online: American Unofficial Collection of World War I Photographs, 1917-1918. According to the site, “This series contains photographs obtained from the U.S. Army Signal Corps, Federal and State government agencies, as well as private sources, such as the American Red Cross and the Central News and Photo Service. The photos depict the unity of the nation and how overwhelming the war effort was, including pictures of public gatherings, peace demonstrations, parades, and activities of libraries, hospitals and first aid stations.”
Google tip of the week: Some databases are hosted on multiple genealogy websites. For example, The New England Historical and Genealogical Society has been receiving a lot of new databases from FamilySearch. Ancestry has recently posted several databases from JewishGen, which also hosts them on their site. One site may have the search tools you prefer; another may be more convenient because you can attach records to your tree on that site. Use Google’s site search tool to see if the database is on a particular site. Enter the keywords in quotes, then the word “site:” immediately followed by the URL without the www. (There is no space between site: and the website address.) A search for the Canadian database above in Ancestry.ca looks like this: “Imperial War Service Gratuities” site:Ancestry.ca. This tip is brought to you by the newly-revised 2nd edition of The Genealogist’s Google Toolbox by Lisa Louise Cooke, which has an entire chapter on site searching and resurrecting old websites.
US & UK Newspapers, Vital Records & More! New Genealogy Records Online This Week
Extra, extra! Thousands of pages of US and UK newspapers are newly online for your genealogy research. Also new this week are birth, marriage, death, and parish records for England and the United States, a large historic Irish photo collection and a unique family history research aid for Iceland.
Feature Photo: Newspapers
UK Newspapers, Parish Records and More
England: Parish records and newspapers
Ancestry.com got a big update recently to their English records! The following collections have been added for Derbyshire, England:
- Church of England Baptisms, Marriages and Burials, 1538-1812
- Church of England Baptisms, 1813-1916
Church of England Marriages and Banns, 1754-1932
- Church of England Burials, 1813-1991
Originals of these documents come from Derbyshire Church of England Parish Registers, and dozens of parishes are included. You can narrow your results by parish by selecting from the drop-down menu in the Browse this Collection box (shown here) on the right side of the page.
Also brand new this week are several newspapers for England, hosted by the British Newspaper Archive:
Hampshire: Hants and Berks Gazette and Middlesex and Surrey Journal 1892-1902
Oxfordshire: Thame Gazette 1857-1928 (some gaps).
Durham: Darlington & Stockton Times, Ripon & Richmond Chronicle 1847-1894 (some gaps).
London: Barking, East Ham & Ilford Advertiser, Upton Park and Dagenham Gazette 1889-1909
You can search the British Newspaper Archive for free, and they’ve recently created a brand new package: Save 31% with their 3 Month package for just £25.90! You’ll get access to over 22 million newspaper pages across Britain and Ireland, with more added every day.
Scotland: Parish records & newspapers
A new collection of Scottish parish records is now available at Ancestry.com: Extracted Parish Records, 1571-1997. The records in this collection include baptisms/christenings, burials, marriages, tombstone inscriptions, obituaries, tax lists, wills, and other miscellaneous types of records. For copies of the originals, “the microfilm number of pertinent corroborating records can often be found on the LDS Church’s FamilySearch site (www.familysearch.org) in the Family History Library Catalog.”
Also new for Scotland, the Paisley & Renfrewshire Gazette newspaper is available at the British Newspaper Archive. Years span 1875-1908 (except 1877) and it was published by Newsquest in Paisley, Renfrewshire, Scotland. 1,722 issues comprised of 14,000 pages are now available to view online.
Historic Irish photos & newspapers
More than 10,000 historic pictures from have been added to a folklore website, duchas.ie. A recent article announcing the launch stated that “the Collection contains photographs taken by professional photographers and by collectors working with the National Folklore Commission, amongst others, and are classified under 14 different topics including: festivals; holy wells; settlement; folklore collection; and games and pastimes.” A large number of the photographs date from the early 20th century.
The British Newspaper Archive has added a new newspaper title from Antrim, Northern Ireland: Carrickfergus Advertiser 1884-1895, 1897-1910. Nearly 1,400 issues and over 5,000 pages are included in this new digitized collection.
Iceland: New language resource
If you have ancestors from Iceland, this unique resource is for you! A new website has made Icelandic spelling, declension, and etymology dictionaries now free online. From Iceland Magazine: “In an effort to protect the Icelandic language in a time of smartphones and computers, The Árni Magnússon Institute for Icelandic Studies at the University of Iceland has opened a website which offers free access to the institute’s large catalogue of dictionaries, including etymology- and spelling dictionaries and the institute’s declension database for the Icelandic language.” Here’s a tip: The site is in Icelandic, but use Google Translate to navigate in English! Plus check out our favorite resources for pronunciation help.
United States: Vital records & more
California. County Birth, Marriage, and Death Records, 1849-1980 are new online at Ancestry.com. This collection contains records from various counties throughout California, and you can use the drop-down table to search by the county, record type, and year range of your ancestor’s life events.
Connecticut. New records are available online at Findmypast for Connecticut baptisms, church records, and burials from the 1600s-1800s. These records cover various towns and have been transcribed from public domain records.
Georgia. New from the Georgia Archives: Colonial Conveyances. This collection contains 11 volumes of property transactions between private citizens in the Colony of Georgia from 1750-1804. Each book contains a grantor index at the end of the volume.
Maryland. The University of Maryland Student Newspapers Database has recently launched. From the press release: “[This collection] provides keyword and date access to issues of The Diamondback and its seven predecessor newspapers from 1910 to October 1971. Users can search names and topics across all the issues, as well as focusing in on a particular day, month, or year of publication or publication title.”
Want more help with newspapers, Google Translate, and more? Genealogy Gems Premium Members can watch full-length video classes by Lisa Louise Cooke on those topics and more! Sign up today
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