Matching Items (16)
Description
In the age of information, collecting and processing large amounts of data is an integral part of running a business. From training artificial intelligence to driving decision making, the applications of data are far-reaching. However, it is difficult to process many types of data; namely, unstructured data. Unstructured data is “information that either does not have a predefined data model or is not organized in a pre-defined manner” (Balducci & Marinova 2018). Such data are difficult to put into spreadsheets and relational databases due to their lack of numeric values and often come in the form of text fields written by the consumers (Wolff, R. 2020). The goal of this project is to help in the development of a machine learning model to aid CommonSpirit Health and ServiceNow, hence why this approach using unstructured data was selected. This paper provides a general overview of the process of unstructured data management and explores some existing implementations and their efficacy. It will then discuss our approach to converting unstructured cases into usable data that were used to develop an artificial intelligence model which is estimated to be worth $400,000 and save CommonSpirit Health $1,200,000 in organizational impact.
ContributorsBergsagel, Matteo (Author) / De Waard, Jan (Co-author) / Chavez-Echeagaray, Maria Elena (Thesis director) / Burns, Christopher (Committee member) / Barrett, The Honors College (Contributor) / School of Mathematical and Statistical Sciences (Contributor) / Computer Science and Engineering Program (Contributor)
Created2022-05
Description
Unstructured data management proves an increasingly valuable asset for organizations today as the amount of data organizations own increases every year. The purpose of this project is to detail the process which ServiceNow and CommonSpirit Health use in developing their new IntelliRoute model which aims to classify and auto-resolve a significant portion of CommonSpirit Health’s more than 3,000,000 HR service-related cases. This paper examines typical strategies used to manage unstructured data and ServiceNow’s approach. Their approach focuses on data labelling by attaching a criticality sentiment to unstructured data and relating helpful knowledge base articles. The labelled data is then used to train an Artificial Intelligence model which automatically labels cases and refers appropriate knowledge articles.
ContributorsDe Waard, Jan (Author) / Bergsagel, Matteo (Co-author) / Chavez-Echeagaray, Maria Elena (Thesis director) / Burns, Christopher (Committee member) / Barrett, The Honors College (Contributor) / Computer Science and Engineering Program (Contributor) / School of Mathematical and Statistical Sciences (Contributor)
Created2022-05
Description
The ASU School of Dance presents New Danceworks I, October 20-23, with works by dance graduate students, performed at the Dance Studio Theatre, PEBE 132.
ContributorsBlake, Casey (Choreographer) / Niehaus, AJ (Choreographer, Composer, Costume designer, Dancer, Set designer) / Fellenz, Aaron (Lighting designer) / Niehaus, Susan (Costume designer) / Bingle, Meghan (Dancer) / Rajko, Stjepan (Dancer, Dancer) / Ryan, Rachel (Dancer) / Wong, Siew (Dancer) / Hart, Keira (Choreographer, Lighting designer, Set designer, Dancer) / Ammerman, Mark C. (Lighting designer, Technical director) / Holcman, Sarah (Dancer, Performer) / Kriston, Jordan (Dancer) / Lederman, Christiana (Dancer) / McGloin, Aaron (Dancer, Performer) / Iglesias, Alberto (Musician) / Burnett, Cherie (Dancer) / Kelley, Jean (Dancer) / Kemmerer, Shelley (Dancer) / Piver, Harper (Dancer) / Richardson, Katheryn (Dancer) / Young, Liz (Choreographer, Costume designer) / Stevens, Sufjan (Composer) / Nielsdottir, Sigridur (Composer) / Shustankovich, Dmitri (Composer) / Everett, Mark Oliver (Composer) / Wainright, Rufus (Composer) / Coates, Steven (Composer) / Swayze, William (Sound designer) / Atwood, Laura (Lighting designer, Stage manager) / Burns, Tuey (Performer) / Howe, Martha (Performer) / Kenworthy, Julianna (Performer) / Maywald, Marilyn (Performer) / Parish, Sara (Performer) / Richardson, Kathryn (Performer) / Wajih, Sonja (Performer) / Tsukayama, Jennifer (Artistic director) / Benard, Jacqueline (Costume designer) / Galina, Mihaleva (Costume designer)
Created2005
Description
The ASU School of Dance presents New Danceworks II, January 26-29, with works by dance faculty, graduate students, and visiting artists, performed at the Dance Studio Theatre, PEBE 132.
ContributorsBlake, Casey (Choreographer) / Tucker, Tanya (Musician) / Karaibrahimgil, Nil (Musician) / Holiday, Billie (Musician) / King, Natalie (Dancer, Choreographer, Costume designer, Set designer) / Atwood, Laura (Dancer, Musician, Choreographer, Composer, Costume designer, Set designer) / Hart, Keira (Lighting designer) / Tsukayama, Jennifer (Choreographer, Lighting designer, Costume designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Kelley, Jean (Dancer) / Lanham, Nickole C. (Dancer) / Richardson, Kathryn (Dancer) / Kosowski, Jenna (Dancer) / Swayze, Bill (Composer) / Ammerman, Mark (Set designer, Technical director) / Cortez, Maggie (Dancer) / Debottis, Kristen (Dancer) / Harrison, Christina (Dancer) / Manus, Nicole (Dancer) / Ross, Jaynie (Dancer) / Sedlack, Kate (Dancer) / Smith, Vanessa (Dancer) / Steele, Katelyn (Dancer) / Vessey, Julia (Dancer, Costume designer) / Lee, Chris (Lighting designer) / Bingle, Meghan (Dancer) / Blukis, Audrey (Dancer) / Howe, Martha (Dancer) / Lathrop, Cerrin (Dancer) / Moriarty, Elissa (Dancer) / Parrish, Sara (Dancer) / Schupp, Karen (Choreographer, Costume designer, Artistic director) / Koch, Carolyn (Lighting designer) / Swayze, William (Sound designer) / Fellenz, Aaron (Stage manager)
Created2006
Description
The ASU School of Dance presents Sharing Unimaginable Worlds: Spring Concert 2006, April 27-30, with works by dance faculty, alumni, graduate, undergraduate, and visiting artists, performed at Galvin Playhouse.
ContributorsBauer, Lindsey (Choreographer, Costume designer) / Atwood, Laura (Composer) / Vessey, Julia (Lighting designer, Dancer) / Adams, Shardai (Dancer) / Allred, Candice (Dancer) / Braun, Cc (Dancer) / Caban, Francesco (Dancer) / Evans, Laura (Mitchell) (Dancer) / Felix, Steven (Dancer) / Fisher, Rose (Dancer) / Gill, Kimisha (Dancer) / Howe, Martha E. (Dancer) / Hutchinson, Kade (Dancer) / Jones, Monique (Dancer) / McCaskill, Katie (Dancer) / McDonald, Maria (Dancer) / Manus, Nicole (Dancer) / Nielsen, Erica (Dancer) / Rajko, Stjepan (Dancer) / Robinette, Danae (Dancer) / Ross, Janie (Dancer) / Ryan, Rachel (Dancer) / Verrelli, Emily (Dancer) / Willis, Blaire (Dancer) / Zaksek, Brittany (Dancer) / Zeims, Ellie (Dancer) / Karpanty, Kimberly (Choreographer) / Ammerman, Mark C. (Lighting designer, Technical director, Lighting designer, Set designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer, Costume designer) / Burnett, Cherie (Dancer) / Dessingue, Colette (Dancer) / Kriston, Jordan (Dancer) / Lathrop, Cerrin (Dancer) / Roberts, Cassie (Dancer) / Sedlack, Kate (Dancer) / Gandolfi, Tristan (Dancer) / Kettner, Lauren (Dancer) / Koretski, Marissa (Dancer) / Kuo, Alexis I-Cheng (Dancer) / McGloin, Aaron (Dancer, Lighting designer) / Reker, Steven (Dancer) / Scott, Jillian (Dancer, Choreographer, Dancer) / Schupp, Karen (Choreographer, Dancer) / Koch, Carolyn (Lighting designer) / Vanier, Luc (Director, Choreographer) / Burns, Christopher (Musician) / Maruszewski, Evan (Animator) / Ma, Shouze (Choreographer, Dancer, Artistic director) / Pärt, Arvo (Musician) / Bruch, Max (Musician) / Blukis, Audrey (Dancer) / Kelley, Jean (Dancer) / Parish, Sara (Dancer) / Bingle, Meghan (Choreographer, Dancer) / Flanagan, Mollie (Lighting designer) / Harrison, Lauren (Dancer) / Tonding, Tara (Dancer) / Lavista, Claudia (Choreographer, Costume designer) / Ruiz, Victor Manuel (Choreographer, Lighting designer, Costume designer) / Garcia, Jesus "Chui" (Musician) / Hart, Keira (Dancer) / Kemmerer, Shelley (Dancer) / Kenworthy, Julianna (Dancer) / Lederman, Christiana (Dancer) / Milam, Nichole (Dancer) / Richardson, Kathryn (Dancer) / Smith, Vanessa (Dancer) / Swayze, William (Sound designer) / Herberger Institute School of Dance (Musician)
Created2006
Description
The ASU School of Dance presents Poetry Both Fierce and Fragile: Spring Concert, April 19-22, with works by guest artists, dance faculty, graduate, and undergraduate students, performed at Galvin Playhouse.
ContributorsMesman, Travis (Choreographer, Dancer) / Coltrane, Ravi (Musician, Performer) / Perdomo, Luis (Performer) / Gress, Drew (Performer) / Strickland, E.J. (Performer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Sandstrom, Philip W. (Lighting designer) / Nagrin, Daniel (Director) / Tovson, Kristin (Choreographer) / Basting, Samantha (Dancer) / Malan-McDonald, Sara (Dancer) / Mapes, Aileen (Dancer) / Keuter, Cliff (Choreographer, Set designer, Costume designer) / Kaplan, Robert (Musician) / Parish, Sara (Costume designer, Dancer) / Ammerman, Mark C. (Lighting designer, Set designer, Technical director) / Moses, Robert (Choreographer) / Branca, Glenn (Musician) / Cardoza, Alicia (Dancer) / Howe, Martha E. (Dancer) / Massiah, Monique (Dancer) / Doherty, Kelley (Dancer) / Harrison, Christina (Dancer, Performer) / Mooney, Elina (Choreographer, Artistic director) / Ettinger, John (Musician) / Hester, Michael (Musician) / Smith, J. B. (Musician) / Blumenfeld-Jones, Donald (Dancer) / Ma, Shouze (Dancer) / Limon, Jose (Choreographer) / Kodaly, Zoltan (Musician) / Watt, Nina (Director) / Lee, Ming Cho (Costume designer, Set designer) / McGloin, Aaron (Performer) / Balderamma, Andrew (Performer) / Baum, Doug (Performer) / Johnson, George (Performer, Performer) / McNamara, Caitlyn (Performer) / Sheldrick, Sarah (Performer) / Spondello, Alison (Performer) / Grabionowski, Nicole (Performer) / Hancock, Whitney (Performer) / Hauk, Chelsey (Performer) / Kosowski, Jenna (Performer) / Wooldridge, Holly (Performer) / Evans, Laura (Performer) / Mollicone, Karissa (Performer) / Felix, Steven (Performer) / Trujillo, Davey (Performer) / Bormann, Megan (Performer) / Clegg, Brittany (Performer) / DeVries, Debbie (Performer) / Sakolsky-Basquill, Lydia (Performer) / Schwab, Katies (Performer) / Koch, Carolyn (Production manager) / Swayze, William (Sound designer)
Created2007
Description
The ASU School of Dance presents Emerging Artists II, February 16-19, with works by dance faculty and undergrad students, performed at Dance Studio Theatre, PEBE 132.
ContributorsBingle, Meghan (Choreographer, Lighting designer, Costume designer, Dancer) / Anderson, Laurie (Composer) / Callandine, Tess (Dancer) / Fellenz, Aaron (Dancer) / Harrison, Lauren (Dancer) / Jordan, Paul (Dancer) / Lederman, Christiana (Dancer) / Richardson, Kathryn (Dancer, Costume designer) / Smith, Vanessa (Dancer, Dancer) / Tonding, Tara (Dancer, Dancer, Costume designer) / McMahan, Jeff (Choreographer, Director) / Reker, Steven (Costume designer, Dancer) / Kemmerer, Shelley (Choreographer, Musician, Lighting designer, Costume designer, Set designer, Dancer) / Ammerman, Mark C. (Set designer, Lighting designer, Technical director) / Harrison, Christina (Dancer) / Hart, Keira (Lighting designer, Dancer, Costume designer) / Maywald, Marilyn (Dancer, Choreographer, Lighting designer, Costume designer) / Young, Liz (Dancer) / Martinez, Meredith (Choreographer, Lighting designer, Costume designer, Dancer) / Martinez, Cristobal (Composer) / Allred, Candice (Dancer) / Robinett, Danae (Dancer) / Ross, Janie (Dancer) / Hall Mckee, Lisa (Choreographer) / Atwood, Laura (Lighting designer) / Lerner, Kristin (Choreographer, Performer, Lighting designer, Costume designer) / Krauss, Alison (Musician) / Harris, Emmylou (Musician) / Welch, Gillian (Musician) / Goldstein, Malcolm (Musician) / Kenworthy, Julianna (Dancer) / Kriston, Jordan (Dancer) / Sternke, Amy (Dancer) / Greer, Lindsey S. (Choreographer, Composer, Lighting designer, Costume designer) / Candler, Martha (Dancer) / Ebling, Brett (Dancer) / Fox, Megan (Dancer) / Hatzis, Amy E. (Dancer) / Mollicone, Karissa (Dancer) / Van Buskirk, Kelly (Dancer) / Hookala, Rayn (Choreographer, Costume designer, Set designer) / Kukes, Sarah (Lighting designer) / Mihaleva, Galina (Costume designer) / Carlsen, Christine (Videographer) / Schupp, Karen (Choreographer) / Addy, Obo (Composer) / Stevens, Sufjan (Musician) / McGloin, Aaron (Dancer) / Fitzgerald, Mary (Artistic director) / Benard, Jacqueline (Costume designer) / Swayze, William (Sound designer) / Vessey, Julia (Stage manager)
Created2006
Description
The ASU School of Dance presents Moving Ground, November 16-19, with works by dance faculty, graduate, and visiting artists, performed at the Dance Studio Theatre, PEBE 132.
ContributorsLathrop, Cerrin (Choreographer) / Stevens, Sufjan (Musician) / Scott, Jillian (Costume designer) / Dessingue, Collete (Dancer) / Doherty, Kelley (Dancer) / Grabianowski, Nicole (Dancer) / Kirwan, Molly (Dancer) / Kuo, Alexis I-Cheng (Dancer) / Roberts, Cassie (Dancer) / McGloin, Aaron (Choreographer, Dancer) / Marcus, Andrew (Choreographer, Dancer) / Afanador, Kathlea (Dancer) / DeVincenzo, Rachel (Dancer) / Fisher, Rose (Dancer) / Hancock, Whitney (Dancer) / Hendrix, Robbia (Dancer) / Kettner, Lauren (Dancer) / Mumford, Jessica (Dancer) / Ramey, Alyssa (Dancer) / Piver, Harper (Dancer) / Caban, Francesco Gabrial (Choreographer, Costume designer, Dancer) / Caban, Fred (Composer) / Ma, Shouze (Choreographer) / Harrison, Christina (Dancer) / Kosowski, Jenna (Dancer) / Woodbridge, Holly (Dancer) / Parish, Sara (Dancer) / Mesman, Travis (Dancer) / Pärt, Arvo (Musician) / Nidrei, Kol (Musician) / Sieber, Jami (Musician) / Bruch, Max (Musician) / Chipaumire, Nora (Choreographer) / Jackson, Mahalia (Musician) / Caron, Bridgette (Dancer) / Cortez, Sarah (Dancer) / Dessingue, Colette (Dancer) / Basting, Samantha (Dancer) / DeVries, Deborah (Dancer) / Massiah, Monique (Dancer) / Ross, Janie (Dancer) / Schwab, Katherine (Dancer) / Spondello, Alison (Dancer) / Tovson, Kristin (Dancer) / Wajih, Sonja (Dancer) / Mooney, Elina (Artistic director) / Swayze, William (Sound designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Ammerman, Mark C. (Technical director, Set designer) / Koch, Carolyn (Production manager, Lighting designer)
Created2006
Description
The ASU School of Dance presents Emerging Artists I, October 24-26, with works by dance MFA candidates Sara Malan-McDonald and Holly Woodridge, performed at the Dance Studio Theatre, PEBE 132.
ContributorsHerberger Institute School of Dance (Publisher) / Malan-McDonald, Sara (Choreographer, Costume designer, Dancer) / Millicam, Kendahl Lyn (Collaborator deprecated, use Contributor, Dancer) / Woolridge, Holly (Choreographer, Costume designer) / Barrett, Rachael (Dancer) / Boles, Leah (Dancer) / Claudel, Kacie (Dancer) / Harding, Susannah (Dancer) / Horton, Toni (Dancer) / Kusch, Liz (Dancer) / Medina, Tasheena (Dancer) / Sadler, Jessica (Dancer) / Koch, Carolyn (Lighting designer) / Benard, Jacqueline (Costume designer) / Mapes, Aileen (Costume designer, Dancer) / Mihaleva, Galina (Costume designer) / Ammerman, Mark C. (Set designer) / Beck, Jeanette (Dancer) / Gonzalez, Elissa (Dancer) / Hook, Brittany (Dancer) / Kroon, Anjuli (Dancer) / Landon, Melissa (Dancer) / Levin, Gianna (Dancer) / Levin, Gillian (Dancer) / Breen, Leslie (Collaborator deprecated, use Contributor)) / Feliciano, Cynthia (Collaborator deprecated, use Contributor)) / Fitzgerald, Mary (Choreographer, Costume designer) / Basting, Samantha (Dancer) / DeVries, Debbie (Dancer) / McDonald, Aaron (Dancer) / Tovson, Kristin (Dancer) / Endicott, Jenna (Dancer) / Fisher, Rose (Dancer) / Kirwan, Molly (Dancer)
Created2008
Description
The ASU School of Dance presents New Dance Works 3, January 24-27, with works by dance MFA candidates C-c Braun, Janie D. Ross, and Julia Vessey, performed at the Dance Studio Theatre.
ContributorsHergerber Institute School of Dance (Publisher) / Ammerman, Mark C. (Technical director) / Atwood, Laura (Choreographer, Set designer) / Braun, C-c (Dancer, Choreographer, Costume designer, Composer) / Cortex, Margarita G. (Choreographer) / Doherty, Kelley (Choreographer, Dancer) / Dorfman, David (Dancer) / Dumont, Marguertie (Dancer) / Fisher, Rose (Choreographer, Dancer) / Goodman, Curtis (Choreographer, Dancer) / Issac, Chris (Composer) / Kirwan, Molly (Dancer) / Koch, Carolyn (Production manager, Lighting designer) / Malan-McDonalds, Sara Jean (Dancer) / Mapes, Aileen (Choreographer, Dancer) / Martinez, Meredith (Dancer) / Mihaleva, Galina (Costume designer) / Milam, Nichole (Dancer) / Mooney, Elina (Artistic director) / Penderecki, Krystof (Composer) / Ross, Janie D. (Choreographer, Costume designer, Dancer) / Spenceley, Jenni (Dancer) / Swayze, William (Sound designer) / Tovoson, Kristin (Choreographer, Dancer) / Trujillo, David (Lighting designer) / Vessey, Julia (Costume designer, Dancer, Choreographer, Lighting designer, Set designer) / Yanez, Avery (Dancer, Choreographer)
Created2008