Biclustering Readings and Manuscripts via Non-negative Matrix Factorization, with Application to the Text of Jude
The text-critical practice of grouping witnesses into families or texttypes often faces two obstacles: the methodological question of how exactly to isolate the groups, given the chicken-and-egg relationship between "good" group readings and "good" group manuscripts, and contamin...
| Main Author: | |
|---|---|
| Format: | Electronic Article |
| Language: | English |
| Check availability: | HBZ Gateway |
| Fernleihe: | Fernleihe für die Fachinformationsdienste |
| Published: |
Andrews Univ. Press
[2019]
|
| In: |
Andrews University Seminary studies
Year: 2019, Volume: 57, Issue: 1, Pages: 61-89 |
| IxTheo Classification: | HC New Testament |
| Online Access: |
Volltext (kostenfrei) |
MARC
| LEADER | 00000caa a22000002 4500 | ||
|---|---|---|---|
| 001 | 1725648326 | ||
| 003 | DE-627 | ||
| 005 | 20230710133328.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 200728s2019 xx |||||o 00| ||eng c | ||
| 035 | |a (DE-627)1725648326 | ||
| 035 | |a (DE-599)KXP1725648326 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 1 |2 ssgn | ||
| 100 | 1 | |e VerfasserIn |0 (DE-588)1156186145 |0 (DE-627)1018659730 |0 (DE-576)502017457 |4 aut |a McCollum, Joey | |
| 109 | |a McCollum, Joey |a MacCollum, Joey |a Mc Collum, Joey |a Mac Collum, Joey | ||
| 245 | 1 | 0 | |a Biclustering Readings and Manuscripts via Non-negative Matrix Factorization, with Application to the Text of Jude |
| 264 | 1 | |c [2019] | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 520 | |a The text-critical practice of grouping witnesses into families or texttypes often faces two obstacles: the methodological question of how exactly to isolate the groups, given the chicken-and-egg relationship between "good" group readings and "good" group manuscripts, and contamination in the manuscript tradition. I introduce non-negative matrix factorization (NMF) as a simple, automated, and efficient solution to both problems. Within minutes, NMF can cluster hundreds of manuscripts and readings simultaneously, producing an output that details potential contamination according to an easy-to-interpret mixture model. I apply this method to Wasserman’s extensive collation of the Epistle of Jude, showing that the resulting clusters correspond to human-identified textual families and their characteristic readings ccorrectly divide witnesses into their groups. Due to its demonstrated accuracy, versatility, and speed, NMF could replace prior state-of-the-art classification methods and find fruitful application in a number of text-critical settings. | ||
| 652 | |a HC | ||
| 773 | 0 | 8 | |i Enthalten in |a Andrews University. Seventh-Day Adventist Theological Seminary |t Andrews University Seminary studies |d Berrien Springs, Mich. : Andrews Univ. Press, 1963 |g 57(2019), 1, Seite 61-89 |h Online-Ressource |w (DE-627)640379796 |w (DE-600)2574851-8 |w (DE-576)33069393X |7 nnns |
| 773 | 1 | 8 | |g volume:57 |g year:2019 |g number:1 |g pages:61-89 |
| 856 | 4 | 0 | |u https://digitalcommons.andrews.edu/auss/vol57/iss1/6 |x Verlag |z kostenfrei |
| 951 | |a AR | ||
| BIB | |a 1 | ||
| ELC | |a 1 | ||
| LOK | |0 000 xxxxxcx a22 zn 4500 | ||
| LOK | |0 001 3730899287 | ||
| LOK | |0 003 DE-627 | ||
| LOK | |0 004 1725648326 | ||
| LOK | |0 005 20200810142239 | ||
| LOK | |0 008 200728||||||||||||||||ger||||||| | ||
| LOK | |0 040 |a DE-Tue135 |c DE-627 |d DE-Tue135 | ||
| LOK | |0 092 |o n | ||
| LOK | |0 852 |a DE-Tue135 | ||
| LOK | |0 852 1 |9 00 | ||
| LOK | |0 935 |a ixzs |a ixzo | ||
| LOK | |0 936ln |0 1442044136 |a HC | ||
| OAS | |a 1 | ||
| ORI | |a SA-MARC-ixtheoa001.raw | ||
| SUB | |a BIB | ||