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.

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

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Bonus Download exclusively for Premium Members: Download the show notes handout. 
Become a Genealogy Gems Premium Member today. 

 

Beginning Swedish Genealogy: Tips from Legacy Tree Genealogists

Beginning Swedish genealogy can be daunting. But don’t let language barriers or unfamiliar naming traditions deter you! Check out these getting-started tips from an expert at Legacy Tree Genealogists.

This guest post comes from Paul Woodbury, a Senior Genealogist with Legacy Tree Genealogists. He’s an internationally recognized genetic genealogy expert and his varied geographical interests include Scandinavia. Thanks, Paul!

Many people avoid Swedish research because they don’t speak the language and because the names change every generation–like from Ole Olsson to Ole Nilsson to Nils Pehrrson. Despite these barriers, Swedish research can be relatively simple, fun, and successful for several reasons.

1. You can “read” many records without reading Swedish.

Particularly in late 18th and 19th century records, you don’t need in-depth Swedish language skills to make exciting discoveries. Swedish church records of the time were kept in tables and were largely composed of names, dates, and residences. Records include those of:

  • Birth and christening (födelse och döpte)
  • Marriage and engagement (lysning och vigsel)
  • Death and burial (död och begravning)
  • Moving-in lists (inflyttade) and moving-out lists (utflyttade)
  • Clerical examination (“husförhörslängd”)–more on these below.

Dates were frequently recorded in number formats according to the European system (dd-mm-yyyy). As a result, researchers can learn a great deal from Swedish documents with little knowledge of the Swedish language. For the few additional words you may need to learn, consider reviewing this list of words commonly found in Swedish documents available through FamilySearch.org.

2. Family events are summarized in Swedish clerical examinations.

The clerical examination or “husförhörslängd” can act as an index to important family events. Beginning in 1686, each parish was required to keep a household examination for each household. Many early records don’t survive, but copies of these records exist for many parishes in Sweden after about 1780. As part of the household examination, parish priests of the Swedish Lutheran church were required to visit with the members of their parish at least once yearly and test them on their knowledge of the catechism.

Typically, these registers document a family over the course of 5-10 years. They not only include information about the family’s religious duties, but additional information regarding migration, family structure, residence and important family events. If a child was born, he or she was added to the clerical examination, and the birth date and christening date were noted. If an individual or a family moved within the parish, a note was made in the clerical examination with a reference to the page number of the family’s new residence. If they moved out of the parish, the date they left was often recorded along with the number of their entry in the moving-out books. The dates of deaths, confirmations, marriages, vaccinations and communions were also recorded. If you are lucky, additional notes might comment on crimes, physical characteristics, occupations, punishments, social standing, economic status, or other life events with references to pertinent records.

ArkivDigital, Dals-Ed (P) AI:15 (1866-1875), clerical examination, household of Per Johansson, Image 74 / page 64, https://app.arkivdigital.se, subscription database, accessed July 2017.

The above Household Clerical Examination in Dals-Ed Parish in Älvsborg covers 1866-1875 and shows the household of Per Johansson on the farm of Lilla Wahlberg in Bälnäs. The document provides birth dates and places for each household member. It shows that Per’s son, Andreas, moved to Norway in 1872. Another son, Emanuel, moved within the parish but returned after just a month. Among other notes on the document, we learn that Emanuel only had one eye and that he was a dwarf.

3. Many Swedish records cross-reference each other.

Clerical examinations reference other church records, such as those of a child’s birth or a couple’s marriage. But the reverse is also true: birth, marriage, death and migration records frequently reference household examinations. Birth records might list the page number of the child’s family in the household examination. Marriage records indicate the corresponding pages of the residences of the bride and the groom. Death records identify the residence of the deceased. Moving-in and moving-out records frequently report the corresponding page numbers of the farm where a migrant eventually settled or the parish from whence he came.

The yeoman farmer Ollas Per Persson and his wife Greta at a hut in Dalecarlia. Photograph by: Einar Erici, c1930. Wikimedia Commons image, Permission granted Swedish National Heritage Board @ Flickr Commons.

Most clerical examination buy medication for anxiety volumes include an index of farms and residences within the parish. In the case of some larger parishes and cities, local genealogical societies have sometimes indexed all individuals in the volume by name. When researching in multiple volumes, note the farm or residence of your ancestor in the previous record and then search the index of residences near the front or end of the next clerical examination volume. Usually, this will narrow your search to just a few pages out of the book rather than the entire volume.

4. You can trouble-shoot record gaps.

Even when an ancestor’s record trail turns cold, recent publications and indexes created by active Swedish genealogical societies make it possible to pick up the trails of elusive ancestors in earlier and later records. Even if these records do not list the specific pages of interest, they may still provide the reported residences, which can then be located in the clerical examination records.

Occasionally, an ancestor might have moved in a year for which migration records are not currently available, or they might have moved to a larger city with many parishes. Other times, their migration may not have been noted, or jurisdiction lines may have been redrawn resulting in the formation of a new farm and residence. In these cases it may be difficult to continue tracing an ancestor’s record trail. One strategy to overcome these situations is to search the clerical examinations by reported birth date. The birth dates or ages of Swedish ancestors are recorded in many of their records. If you are browsing through large collections, consider searching by birth date rather than by name. Since birth dates were often recorded in their own unique column and are more immediately recognizable than names, this may expedite your search. Even if these strategies still yield no results, searches in indexes may help to uncover an elusive ancestor’s record trail.

5. There are some excellent Swedish indexes and databases online.

In recent years, online indexes and databases have made Swedish genealogical research simpler than ever:

  • FamilySearch.org, MyHeritage.com and Ancestry.com all have large collections of indexed birth, marriage and death records from Sweden.
  • Sveriges Släktforskarföbund has compiled an index of Swedish death records from 1900 to 2013. It includes the birth dates, birth places, names, maiden names, death dates, residences at time of death, age at time of death, and if the individual was married or widowed, the index will also include the date of marriage or the date of death of their spouse. If they were not married, it will indicate their civil status. Click here to purchase the database (the price is in Swedish krona; do a Google search such as currency converter sek to usd to see the price in your country’s currency).  (A related Ancestry.com database is entitled “Births from the Swedish Death Index” and only includes names, maiden name, birth dates and birth places of the individuals in the index.)
  • MyHeritage has partnered with ArkivDigital to provide an index to Swedish clerical examinations between 1880 and 1920. (Indexing is underway for household examinations from 1850 to 1880.)
  • Other indexed collections at ArkivDigital include the 1950 and 1960 Swedish censuses.
  • Ancestry.com has indexes of Gotenburg passenger lists, which can help identify relatives who migrated from Sweden to others parts of the world.

As you can see, Swedish genealogical records from the late 1700s and 1800s can be fairly easy to read, detailed and full of cross-references. It’s often possible to trace a Swedish ancestor in every year of their life from birth to death! So don’t let language or patronymics (naming traditions) frighten you away from exploring your Swedish family tree.

Help is available when you need it

Have you hit a brick wall that could use professional help? Or maybe you simply don’t have the time for research right now? Our friends at Legacy Tree Genealogists provide full-service professional research customized to your family history, and deliver comprehensive results that will preserve your family’s legacy.

To learn more about Legacy Tree services and its research team, visit the Legacy Tree website here.
 
Summer Sale Legacy Tree Genealogists

Disclosure: This article contains affiliate links and Genealogy Gems will be compensated if you make a purchase after clicking on these links (at no additional cost to you). Thank you for supporting Genealogy Gems!

Genealogy Gems Podcast Episode 260

Your Guide to the 1950 US Federal Census

Are you ready for the release of the 1950 census from the National Archives? Lisa Louise Cooke covers how to prepare and everything you need to know to get the most out of this important genealogy record collection being released by the National Archives on April 1, 2022. Before you start searching for your family, familiarize ourselves with this important records collection and start preparing for success. 
 
This episode brings you the audio from Elevenses with Lisa episode 51 PLUS important updates. You will learn:
  • the interesting and little known stories behind the 1950 census,
  • what it can reveal about your family, (and who you will NOT find!)
  • the important documents associated with it that you can access right now!
  • The status of the Infant Cards.
  • What you can expect when it comes to indexing the collection. 
Thanks to our sponsor: Get 20% off Newspapers.com. Click here and use coupon code genealogygems 
 

Listen to Genealogy Gems Podcast Episode 260

Watch the Original Video

This audio comes from my series Elevenses with Lisa. You can watch the video interview at the Elevenses with Lisa episode 51 show notes page.

 

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Digital Preservation Library of Congress Style

Genealogists need to know a few things in order to create the highest-quality digital files that they can pass along to future generations. Things like:
  • best practices for preserving a variety of files types
  • understanding the best way to scan documents and photos that will endure the test of time.
  • efficient, automated file backup and storage practices that involve little or no effort.
 
Mike Ashenfelder knows a bit about these things because he worked in digital preservation at the Library of Congress for 16 years. Recently he published a book called “Organizing and Preserving Your Digital Stuff: Easy Steps for Saving Files Like the Library of Congress.” 
 
In this episode of Elevenses with Lisa, Mike Ashenfelder will share how you can apply these professional best practices to your precious files and get them in great shape.

Episode 75 Show Notes 

(Get your ad-free Show Notes Cheat Sheet at the bottom of this page in the Resources section.)

Genealogists need to know a few things in order to create the highest-quality digital files that they can pass along to future generations. Things like:

  • best practices for preserving a variety of files types
  • understanding the best way to scan documents and photos that will endure the test of time.
  • efficient, automated file backup and storage practices that involve little or no effort.

Mike knows a bit about these things because he wrote about digital preservation at the Library of Congress for 16 years. Recently he published a book called “Organizing and Preserving Your Digital Stuff: Easy Steps for Saving Files Like the Library of Congress.” 

Digital Preservation book by Ashenfelder

Available here at Amazon. (Affiliate link – thank you for supporting this show.)

 

In this episode Mike Ashenfelder shares how you can apply these professional best practices to your precious files and get them in great shape.

Changing Digital Formats and Technology

Remember cassette tapes, 8-track tapes, long-playing vinyl albums, 78s, or how about even cylinders? The changing formats of audio over the years is a prime example of how technology keeps changing. And that change forces us as family historians to change too.

Large cultural institutions are faced with the challenge of continually changing digital formats and technology as well. According to Mike Ashenfelder, “it’ll continue to evolve…technology evolves.

Your digital camera takes JPEG photos for instance. My iPhone’s camera, it takes something called .HEIC. I’ve never heard of that up until we got this new camera. But it’s another contender, and there will no doubt be another one further down the road.

The point of my book is that you should save all files in the highest quality, so that you can pass them along to future generations. And yeah, there will always be new software, there will always be new files to save something might be better than .GEDCOM files (for genealogy). You never know. But basically, it comes down to saving, organizing and preserving things as best you can.”

Because file formats will continue to evolve, like archivists at large institutions such as the Library of Congress, it’s critical that family historians keep their eye on the latest standards and take steps to keep up before their current media is obsolete.

Digital Preservation at the Library of Congress

According to Ashenfelder, the Library of Congress received a large government grant in 2000 to study digital preservation and how other institutions were handling it. They pulled in other institutions and shared information. In the end, they discovered that generally speaking cultural institutions “all have the same basic practices.”

At the LOC, Ashenfelder wrote about digital preservation and interviewed a lot of subject matter experts. While there were many similarities, some details varied from institution to institution or project by project. But essentially, it always comes back to following standardized practices that ensured that files could be found. And that’s what we want as genealogists. We work hard to find genealogical records the first time, and no one wants to struggle to find them a second time on their own computer.

As we’ve discussed in previous videos and articles here at Genealogy Gems, well organized, easy to find files are more likely to be retained when passed onto future generations. If our files look disorganized and unnavigable, they run a greater risk of being tossed or lost.

Ashenfelder explains that institutions like the Library of Congress put naming conventions in place and stick to them. If you’d like to learn more about naming conventions and hard drive organization for your digital genealogical files, watch episodes 7 & 8 of Elevenses with Lisa, and my video class Hard Drive Organization.

Preserve Photos Like the LOC

Preserve PHotos

Scanning Photos

Scanning PHotos

File Formats

digital file formats

 

Metadata

Metadata for digital photos

Cloud Backup

I’ve used Backblaze for many years to ensure that all of my computer data is backup on the cloud offsite. Mike said that an executive at Apple recommended it to him as well. Get a free trial of Backblaze (thank you for using our affiliate link if you decide to try it out.)

Backblaze lisa louise cooke

Resources

These show notes feature everything we cover in this episode. Premium Members: download this exclusive ad-free show notes cheat sheet PDF.  Not a member yet? Learn more and join the Genealogy Gems family here

Genealogy Gems Premium Membership

How to Watch the Show Live

Three ways to watch:
1. Video Player (Live) – Watch live at the appointed time in the video player on the show notes page.
2. On YouTube (Live) – Click the Watch on YouTube button to watch live at the appointed time at the Genealogy Gems YouTube channel. Log into YouTube with your free Google account to participate in the live chat. 
3. Video Player above (Replay) – Available immediately after the live premiere and chat. 

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Native American Genealogy

Native American genealogy research follows the same path that all good genealogy research does, but it also includes some unique records along the way. It’s a fascinating journey, and in Elevenses with Lisa episode 76 professional genealogist Judy Nimer Muhn (Lineage Journeys) joins Lisa Louise Cooke to pave the way. Judy will discuss:

  • Tribal and personal naming conventions
  • Tribal-specific resources
  • How geography impacts research
  • Native American genealogical records
  • and more…

Episode 76 Show Notes 

Native American genealogy research follows the same path that all good genealogy research does, but it also includes some unique records along the way. It’s a fascinating journey, and in Elevenses with Lisa episode 76 professional genealogist Judy Nimer Muhn (Lineage Journeys) joins Lisa Louise Cooke to pave the way. Judy will discuss:

  • Tribal and personal naming conventions
  • Tribal-specific resources
  • How geography impacts research
  • Native American genealogical records
  • and more…

Five Tribes

  • Navaho/Navajo: Diné
  • Cherokee: Tsalagi or Aniyunwiya
  • Sioux: Lakota, Nakota or Dakota
  • Chippewa: Ojibwa
  • Choctaw: Choctah or Chahta

GEOGRAPHY

Native Land Map

 Features:

  • Enter a location
  • Mouse and click around on the map to see the relevant territories in a location.
  • Select or search from a dropdown of territories, treaties, and languages.
  • Click and links will appear with nation names. Click a link to be taken to a page specifically about that nation, language, or treaty.
  • Export the map to a printable image file
  • You can turn map labels on or off to see non-Indigenous borders and towns
  • Mobile apps available for iOS and Android.
Native Map Digital Map

Native Map Digital Map

CENSUS RECORDS

Census Records at Genealogy Websites:

From the Article: “Native people were largely excluded from the federal census until at least 1860.”

Native American Research at FamilySearch Wiki

Native American Research at FamilySearch Wiki

National Archives

  • Article by James P. Collins called Native Americans in the Census, 1860-1890 which will help you understand what you may be able to find during that time period.

At the National Archives you will find:

  • Links to Native American records
  • Download data collection research sheets for free

Visit the National Archives resource page for Native American Research

The Bureau of Indian Affairs

The Bureau of Indian Affairs was required to take an annual census of Native communities. (ex. Dawes Rolls)

  • Some are available for free at Familysearch.org
  • Compiled into one collection ranging from 1885 to 1940.
  • Not all communities were represented.
  • Collection may not be fully indexed

Free Native American Genealogy Databases

  1. 1817 Cherokee Reservation Roll
  2. 1880 Cherokee Census
  3. 1924 Baker Roll
  4. 1954 Proposed Ute Rolls
  5. Armstrong Rolls
  6. Dawes Commission Case Files
  7. (Dawes Rolls) Final Rolls Index and Search the Final Rolls
  8. Drennen Rolls
  9. Guion Miller Roll
  10. Kern Clifton Rolls
  11. McKennon Roll
  12. Old Settlers Roll
  13. Wallace Roll

Library of Congress

Here you’ll find many resources including newspapers, photos and reports to congress and oral histories.

Judy found materials deep within the Library of Congress website using Googling strategies from my book The Genealogist’s Google Toolbox available exclusively at the Genealogy Gems Store.

Michigan State University

Native American Studies Research Guide: Introduction

Michigan State University Native American Resources

Michigan State University Native American Resources

Resources

These show notes feature everything we cover in this episode. Premium Members: download this exclusive ad-free show notes handout PDF.  Not a member yet? Learn more and join the Genealogy Gems family.

Genealogy Gems Premium Membership

How to Watch the Show Live

Three ways to watch:
1. Video Player (Live) – Watch live at the appointed time in the video player on the show notes page.
2. On YouTube (Live) – Click the Watch on YouTube button to watch live at the appointed time at the Genealogy Gems YouTube channel. Log into YouTube with your free Google account to participate in the live chat. 
3. Video Player above (Replay) – Available immediately after the live premiere and chat. 

Elevenses with Lisa Archive

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