How Artificial Intelligence AI and Machine Learning Impact Genealogy

by | Nov 10, 2020 | 01 What's New, Artificial Intelligence, Elevenses with Lisa, Technology | 3 comments

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.

Free Webinar AI Machine learning and Genealogy

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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)

Patents for AI machine learning and DNA

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.

Elevenses with Lisa Q&A on AI and Genealogy

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

Get My Free Genealogy Gems Newsletter – click here.
Bonus Download exclusively for Premium Members: Download the show notes handout. 
Become a Genealogy Gems Premium Member today. 

 

The Genealogy FAN Club Principle Overcomes Genealogy Brick Walls

by | Oct 29, 2016 | 01 What's New, Brick Wall, Research Skills | 1 comment

Another brick wall…busted! We all have trouble spots in our family history research. Sometimes, we just need a little help breaking through. Here’s a tried-and-true method for using the genealogy FAN club principle to overcome brick walls in your family history research from guest author Amie Bowser Tennant. 

Creating a FAN club tips

A FAN club stands for Family, Associates, and Neighbors. Using the FAN club principle is a process in which genealogists identify a list of people (family, associates, and neighbors) that lived and associated with a given ancestor. By researching these other people, you may flesh out some new hints for your own research. Ultimately, identifying our ancestors FAN club is an effective tool for overcoming brick walls in genealogy research.

Renowned genealogist and author Elizabeth Shown Mills, coined the phrase “FAN Club” for genealogical purposes. She points out the significance of not only searching records for an ancestor’s surname, but also paying attention to documents about the ancestor’s “FAN Club” (Friends, Associates, Neighbors). Historical information, she says, is like real estate: the true value of any piece of information is unknown until it is put into community context. Learn more in Elizabeth’s “QuickSheet: The Historical Biographer’s Guide to Cluster Research (the FAN Principle).”

Step 1: “F” Stands for Family

Searching out other family members may prove helpful. Like in the case of Michael Knoop of Miami County, Ohio, I noticed there was another man in the county named Jacob Knoop. What was even more unique is both Michael and Jacob were born in New Brunswick. How unusual, I thought! Two men with the same last name, both born in New Brunswick, living in a small, farming area in Ohio! They had to be related, and they were. Jacob was Michael’s older brother.

Because I was having trouble finding when Michael had come to America, I traced Jacob instead. I located the passenger list with Jacob’s name on it and in doing so, I viewed all the passengers and found Michael, their mother, and lots of siblings!

Creating a FAN club family

Image above: Creating a FAN club with Family

In the case of Catherine Fearer Coddington, wife of James Coddington, I was having difficulty finding who her parents were. By searching for other Fearer individuals in the area, I discovered a biographical sketch on a John Fearer, Jr. Historical Encyclopedia of Illinois, Volume 2, reads:

“In 1836[,]John Fearer [Jr.] brought his family to Illinois. From Wheeling, West Va., the journey was made entirely by water. A landing on the Illinois soil was made at Hennepin. James Coddington, from near the Fearer’s old home in Maryland had already settled north of Princeton, in Bureau County, and later married John Fearer’s sister Catherine. The family found a home at Coddington’s until Mr. Fearer rented land near by.”

Catherine had a brother! With this new information, I was able to easily trace John’s father to John Fearer, Sr. of Allegany County, Maryland and finally connect Catherine to her parents through a probate record.

It’s easy to see what a powerful strategy researching the relatives of your ancestors can be!

Step 2: “A” Stands for Associates

Creating a FAN club with associates

Creating a FAN club with Associates

An associate could be a business partner, a witness on a document, a pastor, a lawyer, or the man that bailed Grandpa out of jail! Associates are often related. To create a list of associates, you might start gathering all witnesses to vital events, such as baptismal or christening records, marriage records, probate, land, and affidavits.

Were the courthouse records in your targeted area destroyed? Check the local newspapers for clues for possible associates. As an example, Jacob Trostel was a signee and vouched for Harvey D. Wattles’ tavern license. The license and names of the vouchers were listed in the newspaper, too. Eleven other men of the community appear on that petition. Later, Jacob himself petitions for a tavern license. That petition is signed by twelve men: George Filler, Conrad Slaybaugh, Lebright E. Hartzell, William G. Eicholtz, Isaac Yount, Joseph Dull, Isaac Myers, George W. Rex, Daniel Filler, William Harlan, and John Bream.

In both of these examples, relatives of Jacob Trostel had been vouchers. By tracing them, we were able to find out more about Jacob and his family.

Step 3: “N” Stands for Neighbors

Where can we find a list of our ancestors neighbors? A census, of course! When looking at a census page, we look for other people on the page with the same surname as our targeted ancestor. There’s a good chance those folks could also be related. But, your ancestor’s neighbors may also hold rich clues that can help you in your research. Many neighbors intermarried, sold land to each other, and even migrated to new locations together.

Besides looking at individuals listed on the same census page as your ancestor, remember to turn the page! Sometimes, a neighbor is not on the same page as your ancestor, but rather the pages before or after. Just because a person appears directly after your ancestor on the census rolls doesn’t necessarily mean they were neighbors. This only indicates the order in which the census taker visited the homes. You might also be able to identify close neighbors by looking at land ownership maps for the area. In this way, you can easily identify who lived near-by.

If you are having difficulty determining where your ancestors came from, researching the neighbors may give the answer. Many neighbors migrated together. Always check at least one page before your ancestor and one page after your ancestor in any given census.

Image above: A FAN Club with Neighbors

Genealogy Fan Club: Comments and More Resources

There are likely dozens of successful ways for creating a FAN club for your ancestor. We would love to hear your examples in the comments below. For even more ways to break through those genealogy brick walls, enjoy these links below.

Read our article Solve Your Genealogy Brick Walls: 3 Tips for Breaking Through!

Genealogy Gems - Family History Podcast and WebsiteEven better: Genealogy Gems Premium Members can watch Lisa’s one hour video class Brick Walls: Cold Case Investigative Techniques. In this video you’ll not only learn how to apply criminal cold case strategies to your brick walls, but you’ll also get loads of fresh and innovative ideas you can try right away. If you are not a Premium Member yet, learn more about becoming a Genealogy Gems Premium Member here.

 

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