"To understand how language changes -- which sounds are more likely to change and what they will become -- requires reconstructing and analyzing massive amounts of ancestral word forms, which is where automatic reconstructions play an important role."[3]Computers are well suited to pattern matching, so computing was investigated as a way to speed the comparative method process.[5,8] The research team chose the 637 languages of the Proto-Austronesian group as a test case.[2-3,7-8] Assembling a database of 142,000 words, the computer system was able to reconstruct the protolanguage spoken about 7,000 years ago.[4-6,8] Computer analysis was by the Markov chain Monte Carlo sampler algorithm, which looked at the words in different languages sharing common sound, history and origin.[3-4] Rules are applied, such as one that paired sounds will be condensed into a single sound if the result is not confusing.[7] This allowed a probabilistic inference of what the protolanguage word might be.[2-3] The computer analysis was able identify 85% of protolanguage words to within one character of those determined by skilled linguists, but at a far faster rate.[2-8] This is a good result; but, at this point, it's not a valid replacement for a linguist.[7] Coauthor, Dan Klein, is quoted by the BBC as saying,
"Our system still has shortcomings. For example, it can't handle morphological changes or re-duplications - how a word like 'cat' becomes 'kitty-cat'."[8]One success of the analysis program is that it seems to confirm a 1955 hypothesis called "functional load." This hypothesis, which seems intuitive to me, since I never understood why English persists in having their, there, and they're, is that sounds that distinguish one word from another are more resistant to change.[7] Is any of this important? Timelines are an important part of history, and the words used to describe certain events may place them in sequence.[5] One interesting linguistic fact, mentioned in a Time Magazine article by Matt Peckham, is that the word, "alcohol," has been essentially unchanged from its Sumerian form six thousand years ago.[5] This is another example that essential words are resistant to change.