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On Temporal Regularity in Social Interactions: Predicting Mobile Phone Calls [article]

Mehwish Nasim, Aimal Rextin, Numair Khan, Muhammad Muddassir Malik
<span title="2015-12-26">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The data consists of 783 users and more than 12,000 caller-callee pairs. The results show that users' historic calling patterns can predict future calls with reasonable accuracy.  ...  In this paper we predict outgoing mobile phone calls using a machine learning approach. We analyze to which extent the activity of mobile phone users is predictable.  ...  Users generally make phone calls in two ways: either by selecting the callee from a contact list, or through the call log [6] , [7] , [8] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1512.08061v1">arXiv:1512.08061v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/seyg7l6esfb4jlycu4hvautv2i">fatcat:seyg7l6esfb4jlycu4hvautv2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200823190413/https://arxiv.org/pdf/1512.08061v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/23/ec/23ec157129a06c51b34ab1af827f87292d493351.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1512.08061v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Usage pattern analysis of smartphones

Joon-Myung Kang, Sin-seok Seo, James Won-Ki Hong
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ydvddmnnl5f6ndz2zgkamwsh7e" style="color: black;">2011 13th Asia-Pacific Network Operations and Management Symposium</a> </i> &nbsp;
We define the five possible states of a smartphone based on such a phone's basic operations. We collected real usage log data from real smartphone users over a two month period.  ...  Few research has focused on applying the usage patterns of smartphone users to mobile network management. In this paper, we present an analysis of smartphone usage patterns.  ...  ACKNOWLEDGMENT The authors would like to thanks all the anonymous participants who contributed smartphone usage logs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/apnoms.2011.6077030">doi:10.1109/apnoms.2011.6077030</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/apnoms/KangSH11.html">dblp:conf/apnoms/KangSH11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o7ile5wxhrh4zh67xaocxaobtq">fatcat:o7ile5wxhrh4zh67xaocxaobtq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706013901/http://atlanta.postech.ac.kr/papers/APNOMS/11/apnoms2011_eliot.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/78/6c7804d484a4cd013e97c62a8683c302fec7da9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/apnoms.2011.6077030"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Context-aware rule learning from smartphone data: survey, challenges and future directions

Iqbal H. Sarker
<span title="2019-10-31">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkhnkszyprhb3orbf6g7tqmgiu" style="color: black;">Journal of Big Data</a> </i> &nbsp;
For instance, smart mobile phones have the ability to log various types of context data related to a user's phone call activities about when the user makes outgoing calls, or accepts, rejects, and misses  ...  As such, the latest sixty days call records in the call logs are assumed to be the future observed call activities in order to get better prediction accuracy [116] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-019-0258-4">doi:10.1186/s40537-019-0258-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hnbskalstzaexaf3fptvxf6qey">fatcat:hnbskalstzaexaf3fptvxf6qey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216131506/https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-019-0258-4" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/98/939810a131ee6c00ef03c3f19a88f26bd711babf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-019-0258-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Research Issues in Mining User Behavioral Rules for Context-Aware Intelligent Mobile Applications [article]

Iqbal H. Sarker
<span title="2018-10-30">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In order to build context-aware intelligent applications, mining contextual behavioral rules of individual smartphone users utilizing their phone log data is the key.  ...  However, to mine these rules, a number of issues, such as the quality of smartphone data, understanding the relevancy of contexts, discretization of continuous contextual data, discovery of useful behavioral  ...  Ashad Kabir, Charles Sturt University, Australia, for their relevant discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.12692v1">arXiv:1810.12692v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uw6uhqlc3fbg3kypzsgnmrtyo4">fatcat:uw6uhqlc3fbg3kypzsgnmrtyo4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191014222125/https://arxiv.org/pdf/1810.12692v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c9/17/c9174a737fba97610b4c758f5e4e97c31e95f71d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.12692v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Understanding the usability issues in contact management of illiterate and semi-literate users

Shamaila Hayat, Aimal Rextin, Anas Bilal, Chi-Hua Chen
<span title="2021-12-02">2021</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
We then obtained logged data of 30 emergent and 30 traditional users, including contact-books and dual-channel (call and text messages) logs to infer a more detailed understanding; and to analyse the differences  ...  better recall; writing a contact from scratch rather than searching it in the phone-book; voice search; and use of recent call logs to redial a contact.  ...  Now we discuss possible future research directions. Our findings suggested some future research directions to improve the usability of contactbook and call log interfaces for emergent users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0259719">doi:10.1371/journal.pone.0259719</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34855755">pmid:34855755</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8638994/">pmcid:PMC8638994</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q44alubhffewhcznrf4whqwkra">fatcat:q44alubhffewhcznrf4whqwkra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211206043522/https://journals.plos.org/plosone/article/file?id=10.1371%2Fjournal.pone.0259719&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/09/ec0965ca6e8baeeab4cf949bfaacf767f1fbebad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0259719"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8638994" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Research issues in mining user behavioral rules for context-aware intelligent mobile applications

Iqbal H. Sarker
<span title="2018-11-03">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b4iekbmgnbaw5gr4hjudn7j6ca" style="color: black;">Iran Journal of Computer Science</a> </i> &nbsp;
To build context-aware intelligent applications, mining contextual behavioral rules of individual smartphone users utilizing their phone log data is the key.  ...  However, to mine these rules, a number of issues, such as the quality of smartphone data, understanding the relevancy of contexts, discretization of continuous contextual data, discovery of useful behavioral  ...  Ashad Kabir, Charles Sturt University, Australia, for their relevant discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42044-018-0026-1">doi:10.1007/s42044-018-0026-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wmfisres2rgl5csg5f6ms4hwpy">fatcat:wmfisres2rgl5csg5f6ms4hwpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502120322/https://link.springer.com/content/pdf/10.1007%2Fs42044-018-0026-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/e2/b7e28cf0fee3369d86933fb0946bc1d2fb281074.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42044-018-0026-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Smartphone App Usage Log Mining

Woan-Rou Tseng, Kuo-Wei Hsu
<span title="">2014</span> <i title="IACSIT Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7wdo44rafbg5rfskrbd6snu7yy" style="color: black;">International Journal of Computer and Electrical Engineering</a> </i> &nbsp;
It becomes important for researchers, smartphone designers, and application developers to know how users use apps on their smartphones.  ...  The rise of smartphones can be connected to the large number of applications, or apps, which can be installed and run by users on smartphones.  ...  ACKNOWLEDGMENT The authors gratefully acknowledge the critical review by anonymous reviewers on the manuscript of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijcee.2014.v6.812">doi:10.7763/ijcee.2014.v6.812</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5rwfromwu5aipgikz7l6sx2ylm">fatcat:5rwfromwu5aipgikz7l6sx2ylm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706075835/http://www.ijcee.org/papers/812-IT013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/56/82569a7d82682ae7aa2660006648b382fd3fa521.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijcee.2014.v6.812"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Contextual patterns in mobile service usage

Hannu Verkasalo
<span title="2008-03-04">2008</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yubpzzxtazfhzllyyxylnnu7ru" style="color: black;">Personal and Ubiquitous Computing</a> </i> &nbsp;
In the future, the accuracy of the algorithm will be improved with the integration of seamless cell-id logging and GPS data.  ...  For this, the paper develops a specialized algorithm that can be used with handset-based usage data acquired straight from end-users in an established panel study process.  ...  For example, handovers making seamless transfer of voice calls from cellular to home WiFi networks are nowadays possible with UMA technology.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00779-008-0197-0">doi:10.1007/s00779-008-0197-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xj36wntcovfcbdd5ih3tgdrwb4">fatcat:xj36wntcovfcbdd5ih3tgdrwb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829144257/http://momie.comnet.aalto.fi/wp-uploads/Verkasalo_PersUbiComp_2009.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/fd/0ffdca083d43af01584ebf41b22dbb6edcc52313.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00779-008-0197-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Affect Sensing on Smartphone - Possibilities of Understanding Cognitive Decline in Aging Population [article]

Rajib Rana, John Reilly, Raja Jurdak, Wen Hu, Xue Li, Jeffrey Soar
<span title="2015-06-18">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Information about affect can be useful for many modern applications. In particular, it can be potentially used for understanding cognitive decline in aging population.  ...  In this paper we present an overview of the existing literature that offer affect sensing on smartphone platform.  ...  Call logs, SMS logs, Proximity data, obtained by scanning near-by phones and other Bluetooth devices every five minutes. 80.81% [24]. Random For- est classifier.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1407.5910v3">arXiv:1407.5910v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5nikgqfidrbjxnoqgdh3lm2tfe">fatcat:5nikgqfidrbjxnoqgdh3lm2tfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200927121117/https://arxiv.org/pdf/1407.5910v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/f8/f1f8c27e346c7c804f1d09f114af6fae7dde50db.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1407.5910v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

How smartphone usage correlates with social anxiety and loneliness

Yusong Gao, Ang Li, Tingshao Zhu, Xiaoqian Liu, Xingyun Liu
<span title="2016-07-12">2016</span> <i title="PeerJ"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eyfkjqp7sva5bbnwatk5zazi7q" style="color: black;">PeerJ</a> </i> &nbsp;
Understanding the way people use smartphones can be beneficial for implementing an early detection of social anxiety and loneliness.  ...  For loneliness, users in low-score group, users in high-score group had less number of phone calls (incoming and outgoing) (Mann-Whitney U= 305.00∼407.50,p< 0.05) and used following apps more frequently  ...  Table 1 1 Details of smartphone log data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj.2197">doi:10.7717/peerj.2197</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27478700">pmid:27478700</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4950540/">pmcid:PMC4950540</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cnobeurxlnatraz44ps7utunum">fatcat:cnobeurxlnatraz44ps7utunum</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922064613/https://peerj.com/articles/2197.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d4/7a/d47aba690a5a5b249c67bd9389561fc06d9b85dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj.2197"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4950540" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

KeyGraph-based chance discovery for mobile contents management system

Kyung-Joong Kim, Myung-Chul Jung, Sung-Bae Cho, A. Abe, Y. Ohsawa
<span title="2007-12-10">2007</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lcmcyimopbhjnh4mr7ku53s7cq" style="color: black;">Journal of Knowledge-based &amp; Intelligent Engineering Systems</a> </i> &nbsp;
Chance discovery provides a way to find rare but very important events for future decision making.  ...  Because of the massive size of digital contents in the mobile devices, user feels difficulty to recall or find information from the personal storage.  ...  KeyGraph results show the possibility of the proposed method. As a future work, real logging software needs to be used for collecting user's data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/kes-2007-11507">doi:10.3233/kes-2007-11507</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/75jkm7xzc5cmlb6dngm2knizei">fatcat:75jkm7xzc5cmlb6dngm2knizei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090709160311/http://sclab.yonsei.ac.kr/publications/Papers/IJ/KJK_2007_1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a9/51/a9513f4b1a6339e41f443a2eeea642df74444ffc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/kes-2007-11507"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

POSTER

Dongqi Wang, Shuaifu Dai, Yu Ding, Tongxin Li, Xinhui Han
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rau5643b7ncwvh74y6p64hntle" style="color: black;">Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security - CCS &#39;14</a> </i> &nbsp;
In our approach, we adopt the idea of API sandbox and TaintDroid to detect the attack event. We store the malicious advertisements in a database for future analysis.  ...  Malicious ads can help security analysts have a better understanding of current mobile attacks and also disclose the attack payloads.  ...  This research is supported by the National Natural Science Foundation of China (Grant No. 61402025). REFERENCES  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2660267.2662395">doi:10.1145/2660267.2662395</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ccs/WangDDLH14.html">dblp:conf/ccs/WangDDLH14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mptvydanfbeg5c3ml3zpvsrwm4">fatcat:mptvydanfbeg5c3ml3zpvsrwm4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810011226/http://accepted.100871.net/adhoneydroid.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/1e/b71e71874d3f6023370cdf4c8f8cfcd5dc3276cc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2660267.2662395"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

SunCat: helping developers understand and predict performance problems in smartphone applications

Adrian Nistor, Lenin Ravindranath
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ttq32n6ujhkxfb7h22ytvohp4" style="color: black;">Proceedings of the 2014 International Symposium on Software Testing and Analysis - ISSTA 2014</a> </i> &nbsp;
the developer understand how these patterns may grow in the future runs with large inputs.  ...  We implemented SUNCAT for Windows Phone systems and used it to understand the performance characteristics of 29 usage scenarios in 5 popular applications.  ...  We thank Guoqing (Harry) Xu, Atanas (Nasko) Rountev, and Shan Lu for early feedback on this paper. We thank Darko Marinov for feedback and useful discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2610410">doi:10.1145/2610384.2610410</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/issta/NistorR14.html">dblp:conf/issta/NistorR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oymoqi3ugjbmzipxjigqgo7rqy">fatcat:oymoqi3ugjbmzipxjigqgo7rqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160909171840/http://www.cs.fsu.edu:80/~nistor/papers/issta14.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/09/4509a63812dd3c9237dc90b2a228eff8309e1d10.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2610410"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Beyond WhatsApp: Older people and smartphones

Andrea Rosales, Mireia Fernández-Ardèvol
<span title="2016-06-07">2016</span> <i title="College of Communication and Public Relations"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nls7tzz3q5a4djeemdqid6vora" style="color: black;">Romanian Journal of Communications and Public Relations</a> </i> &nbsp;
A sample of Spanish smartphone users were tracked during one month in the winter of 2014 (238 individuals, aged 20 to 76 years-old).  ...  We highlight the relevance of conducting careful generational studies in smartphone use and some of the potentials and limitations of making predictive studies of ICT use as we change throughout the life  ...  Acknowledgments We thank the participants in the focus groups for their invaluable contribution.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21018/rjcpr.2016.1.200">doi:10.21018/rjcpr.2016.1.200</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l43hrc6oizfgdgwn4zaqh72gam">fatcat:l43hrc6oizfgdgwn4zaqh72gam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721144035/https://journalofcommunication.ro/index.php/journalofcommunication/article/download/200/202" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/f7/abf724fb70dc37491d92a78b129fffc46a33a659.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21018/rjcpr.2016.1.200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Mobile Data Science: Towards Understanding Data-Driven Intelligent Mobile Applications

Iqbal Sarker
<span title="2018-12-19">2018</span> <i title="European Alliance for Innovation n.o."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y4l63sf5djh4zowjsurq6fija4" style="color: black;">EAI Endorsed Transactions on Scalable Information Systems</a> </i> &nbsp;
environment for the benefit of end users.  ...  various sources and building data-driven models using machine learning techniques, in order to make dynamic decisions intelligently in various day-to-day situations of the users.  ...  Ashad Kabir, Charles Sturt University, Australia, for their relevant discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.13-7-2018.155866">doi:10.4108/eai.13-7-2018.155866</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mmniqyxp7falxnzrtpu237n4xq">fatcat:mmniqyxp7falxnzrtpu237n4xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227124557/http://pdfs.semanticscholar.org/808a/f3b3eee1a6543b31565e745db53d70b18149.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/80/8a/808af3b3eee1a6543b31565e745db53d70b18149.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.13-7-2018.155866"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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